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Conference Papers & Abstracts


"Chaotic Connectome" by Dr. Geg Dunn.

Conference Papers (peer reviewed)
  1. Willett FR, Avansino DT, Hochberg LR, Henderson JM**, Shenoy KV** (2020) High-performance brain-to-text communication via imagined handwriting. 1st BCI Un-Conference, Session 3: Language-based BCI-Communication. Talk 8. 12 July 2020. Video starts at 0min 15sec: url-with-video video.mp4  
    • Abstract: To date, a major focus of BCI research has been on restoring gross motor skills, such as reaching and grasping or point-and-click typing with a 2D computer cursor. However, rapid sequences of highly dexterous behaviors, such as handwriting or touch typing, might enable faster communication rates. Here, we demonstrate an intracortical BCI that can decode imagined handwriting movements from neural activity in motor cortex and translate it to text in real-time, using a novel recurrent neural network decoding approach. With this BCI, our study participant (whose hand was paralyzed) achieved typing speeds that exceed those of any other BCI yet reported: 90 characters per minute at >99% accuracy with a general-purpose autocorrect. These speeds are comparable to able-bodied smartphone typing speeds in our participant’s age group (115 characters per minute) and significantly close the gap between BCI-enabled typing and able-bodied typing rates. Finally, new theoretical considerations explain why temporally complex movements, such as handwriting, may be fundamentally easier to decode than point-to-point movements. Our results open a new approach for BCIs and demonstrate the feasibility of accurately decoding rapid, dexterous movements years after paralysis.
  2. Stavisky SD*, Wilson GH*, Willett FR, Avansino DT, Kelemen JN, Hochberg LR, Henderson JM**, Druckmann S,** Shenoy KV** (2020) Decoding speech production using intracortical electrode arrays in dorsal precentral gyrus. 1st BCI Un-Conference, Session 3: Language-based BCI-Communication, Talk 9. 12 July 2020. Video starts at 19 min 42 sec: url-with-video video.mp4
    • Abstract: Efforts to build brain-computer interfaces (BCIs) to restore lost speech have rapidly accelerated in recent years, with a number of impressive demonstrations using electrocorticography (ECoG). In parallel, BCIs that decode attempted arm and hand movements for controlling a robotic arm and point-and-click typing communication have had the highest performance to date using intracortical electrode arrays. We believe that an intracortical approach is equally promising for speech BCIs and can complement ECoG recordings. However, progress has been slower in this domain due to limited animal models for speech, leading to the need for preliminary work to be done in humans. We have recently made progress prototyping an intracortical speech BCI thanks to our discovery that individual neurons in the dorsal “hand knob” area of the precentral gyrus are active during speech (Stavisky et al., 2019, 2020). Here, we recorded from a BrainGate2 pilot clinical trial participant, who has tetraplegia but can speak, as he spoke visually prompted words that broadly sample a comprehensive set of 39 English phonemes. Phoneme identities could be classified from the neural activity recorded by two 96-electrode arrays with 33.9% accuracy using a recurrent neural network decoder. Performance did not saturate with increasing training data quantity or electrode count. By demonstrating offline performance comparable to previous ECoG studies – despite these arrays being in an area that is very likely suboptimal for speech decoding – these results help lay the groundwork for a concerted speech BCI effort using intracortical measurements from more ventral cortical areas which we expect to have stronger speech-related modulation.
  3. Dutta B, Andrei A, Harris TD, Lopez CM, O’Callahan J, Putzeys J, Raducanu BC, Severi S, Stavisky SD, Trautmann EM, Welkenhuysen M, Shenoy KV (2019) The Neuropixels probe: A CMOS based integrated microsystems platform for neuroscience and brain-computer interfaces. IEEE IEDM. San Francisco, CA. pdf
  4. Stavisky SD, Rezaii P, Willett FR, Hochberg LR, Shenoy KV*, Henderson JM* (2018) Decoding speech from intracortical multielectrode arrays in dorsal "arm / hand areas" of human motor cortex. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Honolulu, HI: 93-97. pdf
  5. Even-Chen N*, Muratore DG*, Murmann B**, Shenoy KV** (2018) Assessing circuit design parameters for lower-power clinically-viable intracortical brain-computer interfaces. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Honolulu, HI. pdf
  6. Sun X, Kao JC, Marshel JH, Ryu SI, Shenoy KV (2017) Feasibility analysis of genetically-encoded calcium indicators as a neural signal source for all-optical brain-machine interfaces. 8th International IEEE EMBS Conference on Neural Engineering, Shanghai, China: 174-180. pdf
  7. Even-Chen N, Stavisky SD, Pandarinath C, Nuyujukian P, Blabe CH, Hochberg LR, Henderson JM, Shenoy KV (2017) Task outcome error signals in human primary motor cortex and their use in brain-computer interfaces. 8th International IEEE EMBS Conference on Neural Engineering, Shanghai, China. pdf
  8. Even-Chen N, Stavisky S, Kao JC, Ryu SI, Shenoy KV (2015) An auto-correcting brain machine interface: Error detection using spiking neuronal activity in the motor cortex. 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, Italy: 71-75. pdf
  9. Kao JC, Ryu SI, Shenoy KV (2015) Leveraging historical knowledge of neural dynamics to rescue decoder performance as neural channels are lost: neural hysteresis. 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, Italy: 1061-1066. pdf
  10. Trautmann E, O'Shea D, Shrestha S, Lin S, Ryu SI, Shenoy KV (2015) Design of an implantable artificial dural window for chronic two-photon optical imaging in non-human primates. 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, Italy: 7554-7557. pdf
  11. Stavisky SD, Kao JC, Sorokin J, Ryu SI, Shenoy KV (2015) System identification of brain-machine interface control using a cursor jump perturbation. Proc. of the 7th International IEEE EMBS Conference on Neural Engineering. Montpellier, France. 643-647. pdf
  12. Stavisky SD, Kao JC, Nuyujukian P, Ryu SI, Shenoy KV (2014) Hybrid decoding of both spike and low-frequency local field potentials for brain-machine interfaces. Proc. of the 36th Annual International Conference IEEE EMBS. Chicago, IL. 3041-3044. pdf "BRAIN Best Paper Award" winner (1st place) pdf
  13. Kao J, Nuyujukian P, Stavisky S, Ryu SI, Ganguli S, Shenoy KV (2013) Investigating the role of firing-rate normalization and dimensionality reduction on brain-machine interface robustness. Proc. of the 35th Annual International Conference IEEE EMBS. Osaka, Japan: 293-298. pdf
  14. Gilja V*, Nuyujukian P*, Chestek CA, Cunningham JP, Yu BM, Fan JM, Churchland MM, Kaufman MT, Ryu SI, Shenoy KV (2012) A brain machine interface control algorithm designed from a fedback control perspective. Proc. of the 34th Annual International Conference IEEE EMBS. San Diego, CA: 1318-1322. pdf
  15. Foster JD, Nuyujukian P, Freifeld O, Ryu SI, Black MJ*, Shenoy KV* (2012) A framework for relating neural activity to freely moving behavior. Proc. of the 34th Annual International Conference IEEE EMBS. San Diego, CA: 2736-2739. pdf
  16. Cowley BR, Kaufman MT, Churchland MM, Ryu SI, Shenoy KV, Yu BM (2012) DataHigh: Graphical user interface for visualizing and interacting with high-dimensional neural activity. Proc. of the 34th Annual International Conference IEEE EMBS. San Diego, CA: 4607-4610. pdf
  17. Macke J, Buesing L, Cunningham JP, Yu BM, Shenoy KV, Sahani M (2011) Empirical models of spiking in neural populations. Advances in Neural Information Processing Systems (NIPS) 24, edited by J. Shawe-Taylor, R.S. Zemel, P. Bartlett, F. Pereira, and K.Q. Weinberger. MIT Press, Cambridge, MA. pdf
  18. Petreska B, Yu BM, Cunningham JP, Santhanam G, Ryu SI, Shenoy KV, Sahani M (2011) Dynamical segmentation of single trials from population neural data. Advances in Neural Information Processing Systems (NIPS) 24, edited by J. Shawe-Taylor, R.S. Zemel, P. Bartlett, F. Pereira, and K.Q. Weinberger. MIT Press, Cambridge, MA. pdf
  19. Dethier J, Nuyujukian P, Elassaad S, Stewart T, Eliasmith C, Shenoy KV, Boahen K (2011) A brain-machine interface operating with a real-time spiking neural network control algorithm. Advances in Neural Information Processing Systems (NIPS) 24, edited by J. Shawe-Taylor, R.S. Zemel, P. Bartlett, F. Pereira, and K.Q. Weinberger. MIT Press, Cambridge, MA. pdf
  20. Nuyujukian P*, Fan JM*, Gilja V, Kalanithi PS, Chestek CA, Shenoy KV (2011) Monkey models for brain-machine interfaces: The need for maintaining diversity. Proc. of the 33rd Annual International Conference IEEE EMBS. Boston, MA: 1301-1305. pdf
  21. Diester I, Kaufman MT, Goo W, O'Shea DJ, Kalanithi PS, Deisseroth K, Shenoy KV (2011) Optogenetics and brain-machine interfaces. Proc. of the 33rd Annual International Conference IEEE EMBS. Boston, MA. In press.
  22. Walker RM, Gao H, Nuyujukian P, Makinwa K, Shenoy KV, Meng TH, Murmann B (2011) A 96-channel full data rate direct neural interface in 0.13 um CMOS. Proc. of the 2011 Symposium on VLSI Circuits (VLSIC). Kyoto, Japan: 144-145. pdf
  23. Foster JD, Freifeld O, Nuyujukian P, Ryu SI, Black MJ*, Shenoy KV* (2011) Combining wireless neural recording and video capture for the analysis of natural gait. Proc. of the 5th International IEEE EMBS Conference on Neural Engineering. Cancun, Mexico: 613-615. pdf
  24. Dethier J, Gilja V, Nuyujukian P, Elassaad S, Shenoy KV, Boahen K (2011) Spiking neural network decoder for brain-machine interfaces Proc. of the 5th International IEEE EMBS Conference on Neural Engineering. Cancun, Mexico: 396-399. pdf
  25. Rivera-Alvidrez Z, Kalmar R, Ryu SI, Shenoy KV (2010) Low-dimensional neural features predict muscle EMG signals. Proc. of the 32nd Annual International Conf. of the IEEE EMBS, Buenos Aires, Argentina: 6027-6033. pdf
  26. Chestek C*, Cunningham JP*, Gilja V, Nuyujukian P, Ryu SI, Shenoy KV (2009) Neural prosthetic systems: Current problems and future directions. Proc. of the 31st Annual International Conf. of the IEEE EMBS, Minneapolis, MN: 3369-3375. pdf
  27. Miranda H, Gilja V, Chestek C, Shenoy KV, Meng TH (2009) A high-rate long-range wireless transmission system for multichannel neural recording applications. Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS), Taipei, Taiwan: 1265-1268pdf
  28. Yu BM, Cunningham JP, Santhanam G, Ryu SI, Shenoy KV, Sahani M (2008) Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity. Advances in Neural Information Processing Systems (NIPS) 21, MIT Press, Cambridge, MA. pdf
  29. Harrison RR, Kier RJ, Kim S, Rieth L, Warren DJ, Ledbetter NM, Clark GA, Solzbacher F, Chestek CA, Gilja V, Nuyujukian, Ryu SI, Shenoy KV (2008, talk) A wireless neural interface for chronic recording. Proc. of the IEEE Biomedical Circuits and Systems Conference, special session B3L-A "Revolutionising Prosthetics Lecture", Baltimore, MD. 125-128. pdf
  30. Bishop W, Yu BM, Santhanam G, Afshar A, Ryu SI, Shenoy KV (2008, talk) An efficient approximation for the real-time implementation of the mixture of trajectory models decoder. Proc. of the IEEE Biomedical Circuits and Systems Conference, special session B3L-A "Revolutionising Prosthetics Lecture", Baltimore, MD: 133-136. pdf
  31. Bishop W, Yu BM, Santhanam G, Afshar A, Ryu SI, Shenoy KV, Vogelstein J, Beaty J, Harshbarger S (2008) The use of a virtual integration environment for the real-time implementation of neural decode algorithms. Proc. of the 30th Annual International Conf. of the IEEE EMBS, Vancouver, British Columbia, Canada: 628-633. pdf
  32. Cunningham JP, Sahani M, Shenoy KV (2008) Fast gaussian process methods for point process intensity estimation. Proceedings of the 25th Annual International Conference on Machine Learning (ICML 2008), Omni Press, Helsinki, Finland: 192-199. pdf
  33. Harrison RR, Kier RJ, Greger B, Solzbacher F, Chestek CA, Gilja V, Nuyujukian P, Ryu SI, Shenoy KV (2008, talk) Wireless neural signal acquisition with single low-power integrated circuit. Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS), Seattle, WA: 1748-1751. pdf
  34. Chestek CA, Gilja V, Nuyujukian P, Ryu SI, Kier RJ, Solzbacher F, Harrison RR, Shenoy KV. (2008, talk) HermesC: RF wireless low-power neural recording system for freely behaving primates. Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS), Seattle, WA: 1752-1755. pdf
  35. Santhanam G, Yu BM, Gilja V, Ryu SI, Afshar A, Sahani M, Shenoy KV (2008, talk) A factor-analysis decoder for high-performance neural prostheses. Proc. of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, NV: 5208-5211. pdf
  36. unningham J, Yu BM, Shenoy KV, Sahani M (2008) Inferring neural firing rates from spike trains using Gaussian processes. Advances in Neural Information Processing Systems (NIPS) 20, Editors Platt J, Koller D, Singer Y, Roweis S. MIT Press, Cambridge, MA. pdf
  37. Shenoy KV, Santhanam G, Ryu SI, Afshar A, Yu BM, Gilja V, Linderman MD, Kalmar RS, Cunningham JP, Kemere CT, Batista AP, Churchland MM, Meng TH (2006, invited talk) Increasing the performance of cortically-controlled prostheses. Proc. of the 28th Annual International Conf. of the IEEE EMBS, New York, NY: 6652-6656. pdf
  38. Linderman MD, Gilja V, Santhanam G, Afshar A, Ryu SI, Meng TH, Shenoy KV (2006) An autonomous, broadband, multi-channel neural recording system for freely behaving primates. Proc. of the 28th Annual International Conf. of the IEEE EMBS, New York, NY: 1212-1215. pdf
  39. Gilja V, Linderman MD, Santhanam G, Afshar A, Ryu SI, Meng TH, Shenoy KV (2006, talk) Multiday electrophysiological recordings from freely behaving primates. Proc. of the 28th Annual International Conference of the IEEE EMBS, New York, NY: 5643-4656. pdf
  40. Linderman MD, Gilja V, Santhanam G, Afshar A, Ryu SI, Meng TH, Shenoy KV (2006, talk) Neural recording stability of chronic electrode arrays in freely behaving primates. Proc. of the 28th Annual International Conf. of the IEEE EMBS, New York, NY: 4387-4391. pdf
  41. Cunningham JP, Yu BM, Shenoy KV (2006) Optimal target placement for neural communication prosthses. Proc. of the 28th Annual International Conf. of the IEEE EMBS, New York, NY : 2912-2915. pdf
  42. Lee TT, Levi O, Cang J, Kaneko M, Stryker MP, Smith SJ, Shenoy KV, Harris JS (2006) Integrated optical sensors for chronic, minimally-invasive imaging of brain function. Proc. of the 28th Annual International Conf. of the IEEE EMBS, New York, NY: 1025-1028. pdf
  43. Yu BM, Shenoy KV, Sahani M (2006) Expectation propagation for inference in non-linear dynamical models with Poisson observations. Nonlinear Statistical Signal Processing Workshop, University of Cambridge , Cambridge, England
  44. O'Driscoll S, Meng TH, Shenoy KV, Kemere C (2006, talk) Neurons to Silicon: Implantable Prosthesis Processor. International SolidState Circuits Conference (ISSCC), session 30 (program number 30.1): 552-553 & 672. pdf
  45. Yu BM, Afshar A, Santhanam G, Ryu SI, Shenoy KV, Sahani M (2006, talk). Extracting dynamical structure embedded in neural activity. Neural Information Processing Systems (NIPS) 18, Editors Weiss Y, Scholkopf B, Platt J. MIT Press, Cambridge, MA. 1545-1552. pdf
  46. Santhanam G, Ryu SI, Yu BM, Afshar A, Shenoy KV (2005, talk) A high performance neurally-controlled cursor positioning system. IEEE Engineering in Medicine and Biology (EMBS) 2nd International Conference on Neural Engineering. 494-500. pdf
  47. Kemere C, Santhanam G, Yu BM, Ryu SI, Meng TH, Shenoy KV (2004) Model-based decoding of reaching movement for prosthetic systems. Proceedings of the 26th Annual International Conference of the IEEE EMBS, San Francisco , CA : 4524-4528. pdf
  48. Yu BM, Ryu SI, Santhanam G, Churchland MM, Shenoy KV (2004, talk) Improving neural prosthetic system performance by combining plan and peri-movement activity. Proceedings of the 26th Annual International Conference of the IEEE EMBS, San Francisco , CA : 4516-4519. pdf
  49. Santhanam G, Sahani M, Ryu SI, Shenoy KV (2004) An extensible infrastructure for fully automated spike sorting during online experiments. Proceedings of the 26th Annual International Conference of the IEEE EMBS, San Francisco , CA : 4380-4384. pdf
  50. Zumsteg ZS, Ahmed RE, Santhanam G, Shenoy KV, Meng TH (2004) Power feasibility of implantable digital spike-sorting circuits for neural prosthetic systems. Proceedings of the 26th Annual International Conference of the IEEE EMBS, San Francisco, CA : 4237-4240. pdf
  51. Watkins PT, Santhanam G, Shenoy KV, Harrison RR (2004, talk) Validation of adaptive threshold spike detector for neural recording. Proceedings of the 26th Annual International Conference of the IEEE EMBS, San Francisco , CA : 4079-4082. pdf
  52. Harrison RR, Santhanam G, Shenoy KV (2004, talk) Local field potential measurement with low-power analog integrated circuit. Proceedings of the 26th Annual International Conference of the IEEE EMBS, San Francisco , CA : 4067-4070. pdf
  53. Shenoy KV, Churchland MM, Santhanam G, Yu BM, Ryu SI (2003, invited talk) Influence of movement speed on plan activity in monkey pre-motor cortex and implications for high-performance neural prosthetic system design. Proceedings of the IEEE EMBS 25th Annual Meeting, Cancun , Mexico . 1897-1900. pdf
  54. Santhanam G, Shenoy KV (2003) Methods for estimating neural step sequences in neural prosthetic applications. Proceedings of the IEEE EMBS 1st International Conference on Neural Engineering. 344-347. pdf
  55. Kemere C, Santhanam G, Yu B, Shenoy KV, Meng T (2002, talk) Decoding of plan and peri-movement neural signals in prosthetic systems. Proceedings of the IEEE Workshop on Signal Processing Systems (SIPS'02). 276-283. pdf
  56. Aggarwal RJ, Shenoy KV, Fonstad Jr. CG (1995, invited talk) A technology for monolithic integration of high indium-fraction resonant tunneling diodes with commercial MESFET VLSI electronics. InP and Related Compounds. pdf
  57. Grot AC, Psaltis D, Shenoy KV, Fonstad Jr. CG (1994, invited plenary talk) Large scale integration of LEDs and GaAs circuits fabricated through MOSIS. ICO/OSA/SPIE/ LEOS International Conf. On Optical Computing.
  58. Grot AC, Psaltis D, Shenoy KV, Fonstad Jr. CG (1994, talk) Comparison of Si/CMOS and GaAs MESFET technologies for analog optoelectronic circuits. IEEE/LEOS Summer Topical Meeting on Integrated Optoelectronics. pdf
  59. Fonstad Jr. CG, Shenoy KV (1994; invited talk) Application specific OEICs fabricated using GaAs IC foundry services. IEEE/LEOS Summer Topical Meeting on Integrated Optoelectronicspdf
  60. Grot AC, Psaltis D, Shenoy KV, Fonstad Jr. CG (1994, talk) GaAs optoelectronic winner-take-all circuit. OSA/IEEE/CLEO Annual Meeting.
  61. Shenoy KV, Nuytkens PR, Fonstad Jr. CG, Johnson GD, Goodhue WD, Donnelly JP (1993, talk) Optoelectronic VLSI circuit fabrication. IEEE/LEOS Annual Meeting. pdf
  62. Grot AC, Psaltis D, Shenoy KV, Fonstad Jr. CG (1993, talk) GaAs optoelectronic neuron circuits fabricated through MOSIS. OSA Annual Meeting, Symposium - Photonics/Smart Pixels.
  63. Shenoy KV, Fonstad Jr. CG, Grot AC, Psaltis D (1993, talk) MBE regrowth of LEDs on VLSI GaAs MESFETs. IEEE/EDS Device Research Conference. pdf
  64. Grot AC, Psaltis D, Shenoy KV, Fonstad Jr. CG (1993, talk) Lowered temperature MBE regrowth of LED structures on high density GaAs circuits fabricated through MOSIS. OSA Topical Meeting.
  65. Shenoy KV, Fonstad Jr. CG, Elman B, Crawford FD, Mikkelson JM (1992, talk) Laser diodes and refractory-metal gate VLSI GaAs MESFETs for smart pixels. IEEE/LEOS Annual Meeting. pdf
Conference Abstracts (not peer reviewed)
  1. Sun X, O’Shea DJ, Golub M, Trautmann E, Ryu SI, Shenoy KV (2020) Separation of preparatory neural states when learning multiple arm-movement dynamics. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Denver, CO. Talk number T-18. pdf
  2. Wilson G*, Stavisky SD*, Avansino D, Hochberg LR, Henderson JM**, Shenoy KV**, Druckmann S** (2020) Neural state space geometry in human motor cortex underlying speaking different phonemes. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Denver, CO. Poster number III-71. pdf
  3. Willett F, Avansino D, Hochberg LR, Henderson JM**, Shenoy** (2020) Motor Cortical Representation and Decoding of Attempted Handwriting in a Person with Tetraplegia. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Denver, CO. Poster number III-1. pdf
  4. Duncker L, O’Shea DJ, Shenoy KV, Sahani M (2020) A dynamical model with E/I balance explains robustness to optogenetic stimulation in motor cortex. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Denver, CO. Poster number III-41. pdf
  5. L. N. DRISCOLL, G. R. YANG, F. WILLETT, K. V. SHENOY, D. SUSSILLO (2019) Constraints shape shared vs. separate dynamics in multitask networks. Program No. 404.09. Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2019. Online.
  6. S. VYAS, D. J. O'SHEA, S. RYU, K. V. SHENOY (2019) Causal role of motor preparation during error-driven learning. Program No. 313.02. Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2019. Online.
  7. J. R. VERHEIN, S. VYAS, K. V. SHENOY (2019) Towards a neural population-level understanding of the effects of methylphenidate (Ritalin) in motor cortex of reaching monkeys. Program No. 313.21. Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2019. Online.
  8. E. TRAUTMANN, D. J. O'SHEA, X. SUN, S. VYAS, S. RYU, K. V. SHENOY (2019) Spatially heterogenous tuning in rhesus motor cortex revealed using neuropixels probes. Program No. 313.22. Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2019. Online.
  9. S. N. FLESHER, D. T. AVANSINO, L. R. HOCHBERG, J. M. HENDERSON, K. V. SHENOY (2019) Decoding multiple click signals in a person with tetraplegia to increase brain-computer interface bit rate. Program No. 315.01. Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2019. Online.
  10. D. R. DEO, F. R. WILLETT, D. T. AVANSINO, S. VYAS, N. EVEN-CHEN, L. R. HOCHBERG, J. M. HENDERSON, K. V. SHENOY (2019) Neural representation of attempted movement of a paralyzed limb in a person, and implications for intracortical brain-computer interfaces. Program No. 315.02. Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2019. Online.
  11. F. R. WILLETT, D. T. AVANSINO, D. R. DEO, L. R. HOCHBERG, J. M. HENDERSON, K. V. SHENOY (2019) Motor cortical representation and decoding of attempted handwriting in a person with tetraplegia. Program No. 315.04. Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2019. Online.
  12. S. D. STAVISKY, F. R. WILLETT, P. REZAII, D. T. AVANSINO, L. R. HOCHBERG, K. V. SHENOY, J. M. HENDERSON (2019) Similar low dimensional neural population dynamics in dorsal motor cortex during human speech and hand movements. Program No. 315.14. Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2019. Online.
  13. M. D. GOLUB, C. CHANDRASEKARAN, W. T. NEWSOME, K. V. SHENOY, D. SUSSILLO (2019) Joint modeling of neural population dynamics and behavior in single-trial perceptual decision making. Program No. 404.10. Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2019. Online.
  14. X. SUN, D. J. O'SHEA, E. M. TRAUTMANN, M. D. GOLUB, S. VYAS, T. G. FISHER, S. RYU, K. V. SHENOY (2019) Changes in neural population activity underlying the learning of novel arm dynamics. Program No. 582.02. Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2019. Online.
  15. Sun X, O’Shea DJ, Trautmann EM, Golub MD, Fisher T, Ryu SI, Shenoy KV (2019) Systematic changes of neural population activity during curl force field adaptation and generalization. COSYNE. I-56. Poster.
  16. Willett F, Vyas S, Michaels J, Henderson JM, Shenoy KV (2019) Neural network models for closed-loop musculoskeletal arm control. COSYNE. I-62. Poster.
  17. Williams A, Poole B, Maheswaranathan N, Dhawale A, Fisher T, Wilson C, Brann D, Trautmann EM, Ryu SI, Shusterman R, Ringerb D, Olveczky B, Shenoy KV, Ganguli S (2019) Automated discovery of precise spike timing by simple time warping models. COSYNE. III-50. Poster.
  18. Lahiri S, Trautmann EM, O’Shea DJ, Vyas S, Sun X, Stavisky S, Ames KC, Kaufman MT, Ryu SI, Shenoy KV, Ganguli S (2019) Accurate estimation of neural population dynamics without spike sorting. COSYNE. III-30. Poster.
  19. Driscoll L, Yang GR, Shenoy KV, Sussillo D (2019) Recurrent neural networks as a model organism to study multi-task decision making. COSYNE. II-50. Poster.
  20. Golub MD, Chandrasekaran C, Newsome WT, Shenoy KV, Sussillo D (2019) Joint neural-behavioral models of perceptual decision making. COSYNE. III-4. Poster.
  21. X. SUN, D. O'SHEA, T. FISHER, M. GOLUB, S. RYU, K. SHENOY. Systematic changes of neural population activity during curl force field adaptation. Program No. 493.12. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  22. E. TRAUTMANN, D. J. O'SHEA, T. FISHER, S. RYU, K. V. SHENOY. Neural population dynamics of motor preparation following rapid adaptation to modified reach forces. Program No. 493.14. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  23. K. T. HUANG, D. M. BRANDMAN, J. SAAB, V. CHAVAKULA, C. E. VARGAS-IRWIN, S. E. FASOLI, C. H. BLABE, B. L. SORICE, B. JAROSIEWICZ, J. P. DONOGHUE, J. M. HENDERSON, K. V. SHENOY, L. R. HOCHBERG. Multiple grasp types can be reliably decoded from the precentral gyrus of people with ALS with progressive levels of motor impairment. Program No. 403.08. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  24. F. WILLETT, P. REZAII, L. R. HOCHBERG, J. M. HENDERSON, K. V. SHENOY. Representation of face, head and leg movements in “arm/hand” area of human motor cortex. Program No. 404.08. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  25. C. CHANDRASEKARAN, K. V. SHENOY. Urgency-related neural population dynamics in the dorsal premotor cortex during a reach reaction time decision-making task. Program No. 359.02. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  26. D. PEIXOTO, R. KIANI, C. CHANDRASEKARAN, S. RYU, K. V. SHENOY, W. T. NEWSOME. Population dynamics of choice representation in dorsal premotor and primary motor cortex. Program No. 359.05. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  27. T. FISHER, E. M. TRAUTMANN, X. SUN, D. J. O'SHEA, S. RYU, K. V. SHENOY. Signatures of proprioception and vision relevant to corrective motor responses in primate. Program No. 493.11. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  28. D. J. O'SHEA, E. M. TRAUTMANN, S. RYU, K. V. SHENOY. Population dynamics of proprioceptive error signals in motor cortex. Program No. 493.13. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  29. S. VYAS, D. J. O'SHEA, E. TRAUTMANN, F. WILLETT, K. V. SHENOY. Motor cortical preparatory activity is causally involved in visuomotor learning. Program No. 493.15. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  30. M. WANG, C. CHANDRASEKARAN, K. V. SHENOY. Macaque premotor cortex activity and behavior support embodied choice model of decision-making. Program No. 587.02. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  31. S. N. FLESHER, C. CHANDRASEKARAN, F. R. WILLETT, S. D. STAVISKY, M. WANG, P. G. REZAII, L. R. HOCHBERG, J. M. HENDERSON, K. V. SHENOY. Decision related signals at single-neuron resolution in human motor cortex. Program No. 697.30. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  32. A. H. WILLIAMS, B. POOLE, N. MAHESWARANATHAN, A. K. DHAWALE, D. H. BRANN, B. OLVECZKY, E. TRAUTMANN, T. FISHER, S. RYU, K. V. SHENOY, R. SHUSTERMAN, C. D. WILSON, D. RINBERG, S. GANGULI. Automatic alignment of neural data by piecewise linear time warping . Program No. 703.10. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  33. J. VERHEIN, D. PEIXOTO, W. T. NEWSOME, K. V. SHENOY. Evidence for nonlinear integration of visual motion evidence in motor cortex during a perceptual discrimination task. Program No. 767.02. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  34. S. D. STAVISKY, F. R. WILLETT, B. A. MURPHY, P. REZAII, W. D. MEMBERG, B. WALTER, J. A. SWEET, J. P. MILLER, R. F. KIRSCH, L. R. HOCHBERG, A. B. AJIBOYE, K. V. SHENOY, J. M. HENDERSON. Single neuron population dynamics in dorsal motor cortex during human speech. Program No. 720.03. 2018 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience, 2018. Online.
  35. Vyas S, Even-Chen N, Stavisky S, Ryu SI, Nuyujukian P, Shenoy KV (2018) Neural population dynamics underlying motor learning transfer. COSYNE. Denver, CO. II-90.
  36. Pandarinath C, Abbott LF, Sussillo D, O’Shea D, Collins J, Jozefowicz R, Stavisky S, Kao J, Trautmann E, Kaufman M, Ryu SI, Hochberg LR, Henderson JM, Shenoy KV (2018) LFADS: a deep learning technique to precisely estimate neural population dynamics on single trials. COSYNE. Denver, CO. I-93.
  37. Even-Chen N, Stavisky SD, Kao JC, Pandarinath C, Nuyujukian P, Ryu SI, Hochberg LR, Henderson JM, Shenoy KV (2018) Augmenting intracortical brain-computer interfaces in monkeys and humans with neurally driven error detectors. 7th annual international BCI meeting, Asilomar, CA. 10-11. pdf
  38. Even-Chen N, Sheffer B, Vyas S, Ryu SI, Shenoy KV (2018) Spatial encoding of reaches in preparatory motor cortical activity. Neural Control of Movement, annual meeting, Albuquerque, NM. pdf
  39. Williams A, Kim H, Wang F, Vyas S, Shenoy KV, Schnitzer M, Kolda T, Ganguli S (2017, talk) Dimension reduction of multi-trial neural data by tensor decomposition.  Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE),Salt Lake City, UT. T-28. pdf
  40. Duncker L, O'Shea DJ, Goo W, Shenoy KV, Sahani M (2017, talk) Low-rank non-stationary population dynamics can account for robustness to optogenetic stimulation. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. T-29. pdf
  41. Pandarinath C, Collins J, Jozefowicz R, Stavisky S, Kao J, Churchland MM, Kaufman MT, Ryu SI, Henderson JM, Shenoy KV, Abbott LF, Sussillo D (2017) Precise estimates of single-trial neural population state in motor cortex via deep learning methods. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. III-6. pdf
  42. Poole B, Williams A, Maheswaranathan, Yu BM, Santhanam G, Ryu SI, Baccus SA, Shenoy KV, Ganguli S (2017) Time-warped PCA: simultaneous alignment and dimensionality reduction of neural data. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. III-14. pdf
  43. Trautmann E, Stavisky S, Kao J, Ryu SI, Shenoy KV (2017) Decoding arm force from neural population dynamics in PMd and M1
    during reaching. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. III-79. pdf
  44. Sun X, Trautmann E, O'Shea DJ, Marshel J, Allen W, Kauvar I, Ramakrishnan C, Ryu SI, Deisseroth K, Shenoy KV (2017) Two-photon calcium imaging in behaving rhesus macaque and its feasibility for all-optical brain-machine interfaces. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. 437.17
  45. Sheffer BB, Even-Chen N, Vyas S, Ryu SI, Shenoy KV (2017) Direction and distance decoding accuracy from plan activity in monkey motor cortex. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. 594.19.
  46. Bray IE, Chandrasekaran C, Shenoy KV (2017) Frequency shifts and depth dependence of pre-stimulus beta band activity in rhesus premotor cortex during perceptual decision-making. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. 58.18.
  47. Chandrasekaran C, Shenoy KV (2017) Using action potential width and cortical depth to characterize laminar microcircuit organization in macaque dorsal premotor cortex during perceptual decisions. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. 58.19.
  48. Willett F, Young DR, Murphy B, Memberg WD, Blabe CH, Saab J, Jarosiewicz B, Kelemen J, Brandman DM, Walter B, Sweet JA, Miller JP, Henderson JM, Shenoy KV, Simeral JD, Hochberg LR, Kirsch RF, Ajiboye AB (2017) Neural population activity in the decoder's null space observed in people controlling a brain-computer interface. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. 230.08.
  49. Williams AH, Poole B, Maheswaranathan N, Kim TH, Wang F, Vyas S, Shenoy KV, Schnitzer MJ, Kolda TJ, Ganguli S (2017) Low-dimensional representations of learning in multi-trial datasets. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. 346.09
  50. D. J. O'SHEA, C. PANDARINATH, J. COLLINS, R. JOZEFOWICZ, E. TRAUTMANN, S. D. STAVISKY, J. C. KAO, M. M. CHURCHLAND, M. T. KAUFMAN, J. M. HENDERSON, K. V. SHENOY, L. ABBOTT, D. SUSSILLO (2017) Dynamic neural stitching: Learning consistent neural population dynamics from separately recorded neural populations across months using LFADS. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. 346.19.
  51. C. PANDARINATH, D. J. O'SHEA, J. COLLINS, R. JOZEFOWICZ, S. D. STAVISKY, J. C. KAO, E. TRAUTMANN, M. M. CHURCHLAND, M. T. KAUFMAN, S. RYU, J. M. HENDERSON, K. V. SHENOY, L. ABBOTT, D. SUSSILLO (2017) LFADS: A deep learning technique to precisely estimate neural population dynamics on single trials. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. 346.23.
  52. N. EVEN-CHEN, S. VYAS, S. RYU, K. V. SHENOY (2017) The effect of task dimensionality on BMI performance. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. 594.10.
  53. E. TRAUTMANN, S. D. STAVISKY, K. C. AMES, M. T. KAUFMAN, S. RYU, S. LAHIRI, S. GANGULI, K. V. SHENOY (2017) Accurate recovery of neural population dynamics without spike sorting. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. 594.12.
  54. S. VYAS, N. EVEN-CHEN, S. D. STAVISKY, S. RYU, P. NUYUJUKIAN, K. V. SHENOY (2017) Brain-machine interface guided movements share a common neural substrate with overt movements. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. 550.05.
  55. S. D. STAVISKY, P. NUYUJUKIAN, C. PANDARINATH, N. EVEN-CHEN, B. JAROSIEWICZ, P. REZAII, L. R. HOCHBERG, J. M. HENDERSON, K. V. SHENOY (2017) Accurate and simultaneous 5.1 degree-of-freedom control of a virtual cursor by a person with paralysis using an intracortical BCI. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. 642.07.
  56. Sun X, Trautmann E, O'Shea DJ, Ryu SI, Marshel J, Allen W, Kauvar I, Ramakrishnan C, Deisseroth K, Shenor KV (2016) Stable, chronic two-photon imaging in awake, behaving rhesus macaque. Program No. 92.15 / KKK13. Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  57. O'Shea DJ, Shenoy KV (2016) Electrical microstimulation in primate premotor cortex hijacks local neural activity. Program No. 247.23 / TT5. Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  58. Stavisky SD, Kan JC, Ryu SI, Shenoy KV (2016) Error-related motor cortical activity transforms from output-null to output-potent dimensions. Program No. 247.25 / TT7.  Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  59. Wang M, Chandrasekaran C, Peixoto D, Newsome RT, Shenoy KV (2016) Dorsal premotor cortex activity reflects a candidate decision variable during the action selection epoch of an abstract perceptual decision-making task. Program No. 247.27 / TT9. Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  60. Kao JC, Nuyujukian P, Ryu SI, Shenoy KV (2016) Increasing brain-machine interface performance by using discrete state selection with hidden Markov models. Program No. 334.11 / PP1. Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  61. Willett F, Murphy B, Memberg WD, Blabe CH, Saab J, Jarosiewicz B, Pandarinath C, Walter B, Sweet J, Miller J. Henderson JM, Shenoy KV, Simeral JD, Hochberg LR, Kirsch RF, Ajiboye AB (2016) Using direction-independent, movement magnitude information from motor cortex to enhance intracortical brain-computer interface performance. Program No.  439.09 / XX2. Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  62. Peixoto D, Kiana R, Kao JC, Nuyujukian P, Chandrasekara C, Brown JR, Fong S, Shenoy KV, Newsome WT (2016) Real-time decoding of a decision variable during a perceptual discrimination task. Program No. 485.07. Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  63. Chandrasekaran C, Soldado-Magraner J, Peixoto D, Sahani M, Shenoy KV (2016) Do decision-related firing rates of dorsal premotor cortex neurons “ramp” or “step” on single trials? Program No. 485.08. Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  64. Trautmann, Stavisky S, Kao J, Ryu SI, Shenoy KV (2016) Decoding kinetic information from PMd and M1 during reaching. Program No. 247.20 / TT2. Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  65. Trautmann E, Stavisky S, Kaufman MT, Ames KC, Ryu SI, Shenoy KV (2016) Sortfree: Using threshold crossings to elevate scientific hypotheses in population analyses. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. II-102. pdf
  66. Chandrasekaran C, Peixoto D, Newsome WT, Shenoy KV (2015) Laminar differences in neural activity covarying with action choice in dorsal premotor cortex. Program No. 60.11. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf
  67. Wang M, Chandrasekaran C, Peixoto D, Newsome WT, Shenoy KV (2015) Dorsal premotor cortex reflects decision making only when concrete actions are available. Program No. 60.12. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf
  68. O'Shea DJ, Trautmann EM, Lin S, Shenoy KV (2015) Motor cortical neurons reflect the active goal-dependent feedback control policy. Program No. 244.05. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf
  69. Shenoy KV (2015) Cortical Control of Arm Movements: A Dynamical Systems Perspective. Program No. 460. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf
  70. Sarma AA, Brandman DM, Milekovic T, Jarosiewicz B, Saab J, Bacher D, Gilja V, Pandarinath C, Schmansky NJ, Willett F, Young D, Barrese J, Blabe C, Franco B, Memberg WD, Sorice B, Tringale K, Cash SS, Edlow B, Mernoff S, Walter B, Eskandar E, Miller J, Henderson JM, Shenoy KV, Ajiboye AA, Kirsch RF, Donoghue JP, Simeral JD, Hochberg LR (2015) Local field potentials in the motor cortex of people with tetraplegia: comparison using unsupervised methods. Program No. 522.02. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf [from NPTL]
  71. Jarosiewicz B, Sarma AA, Simeral JD, Bacher D, Saab J, Sorice B, Blabe CH, Cash SS, Eskandar EN, Shenoy KV, Henderson JM, Hochberg LR (2015) Multi-day self-calibration of a point-and-click communication BCI for people with tetraplegia. Program No. 522.03. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf [from NPTL]
  72. Brandman D, Saab J, Vargas-Irwin CE, Fasoli SE, Blabe CH, Sorice B, Cash SS, Eskandar EN, Henderson JM, Shenoy KV, Jarosiewicz B, Hochberg LR (2015) Multiple grasp types can be reliably decoded from the precentral gyrus in people with ALS using implanted intracortical electrodes. Program No. 522.06. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf [from NPTL]
  73. Vargas-Irwin CE, Zimmermann JB, Brandman DM, Sorice B, Blabe CH, Eskandar EN, Shenoy KV, Henderson JM, Cash SS, Black MJ, Hochberg LR, Donoghue JP (2015) Decoding grip type from cortical ensemble activity in humans and non-human primates: Improving classification using training data bootstrapping. Program No. 522.08. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf [from NPTL]
  74. Elsayed GF, Kaufman MT, Ryu SI, Shenoy KV, Churchland MM, Cunningham JP (2015) Testing the statistical significance of dynamical structure in neural population responses. Program No. 543.15. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf
  75. Trautmann E, O'Shea D, Shrestha S, Lin S, Ryu SI, Shenoy KV (2015) Design of an implantable artificial dural window for chronic two-photon optical imaging in non-human primates. Program No. 732.02. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf
  76. Nuyujukian P, Pandarinath C, Blabe CH, Hochberg LR, Shenoy KV, Henderson JM (2015) A bluetooth wireless brain-machine interface for general purpose computer use. Program No. 748.01. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf [from NPTL]
  77. Pandarinath C, Sussillo D, Sorice BL, Sarma AA, Ekandar EN, Hochberg LR, Abbott LF, Henderson JM, Shenoy KV (2015) Dynamic dimensionality reduction of human motor cortical activity using recurrent neural networks. Program No. 748.02. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf [from NPTL]
  78. Even-Chen N, Kao JC, Stavisky SD, Ryu SI, Shenoy KV (2015) Increasing brain machine interface performance by online auto-delete based on motor cortical activity. Program No. 748.03. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf
  79. Kao JC, Ryu SI, Shenoy KV (2015"Neural hysteresis": Incorporating historical knowledge of neural dynamics to rescue decoder performance. Program No. 748.04. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2015. Online. Chicago, IL. pdf
  80. Pachitariu M, Ames KC, Yu BM, Santhanam G, Ryu SI, Shenoy KV, Sahani M (2015, talk) Single-trial motor and cortical variability are tightly and bi-directionally coulpled. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. In press.
  81. Sarma AA, Bacher D, Blabe C, Homer ML, Jarosiewicz B, Matteson E, Milekovic T, Pandarinath C, Saab J, Simeral JD, Sorice B, Shenoy KV, Henderson JM, Donoghue JP, Hochberg, LR (2014) Advancing stability and performance of point-and-click cursor control by people with tetraplegia using an intracortical brain-computer interface. Program No. 252.01. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2014. Online. Washington, DC. pdf [from NPTL]
  82. Blabe CH, Sorice B, Bacher D, Gilja V, Homer ML, Jarosiewicz B, Milekovic T, Nuyujukian P, Pandarinath C, Perge JA, Saab J, Sarma AA, Shenoy KV, Simeral JD, Donoghue JP, Henderson JM, Hochberg, LR (2014) Collaborative, multi-institutional intracortical bci research and the key role of the clinical neurotechnology research assistant. Program No. 252.02. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2014. Online. Washington, DC. pdf [from NPTL]
  83. Jarosiewicz B, Bacher D, Sarma AA, Masse NY, Berhanu ED, Sorice B, Oakley EM, Newell K, Blabe CH, Pandarinath C, Shenoy KV, Henderson JM, Simeral JD, Donoghue JP, Hochberg LR (2014) Progress toward a self-calibrating, practical intracortical BCI for people with tetraplegiaProgram No. 252.03. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2014. Online. Washington, DC. pdf [from NPTL]
  84. Pandarinath C, Nuyujukian P, Gilja V, Blabe CH, Perge JA, Jarosiewicz B, Hochberg LR, Shenoy KV*, Henderson JM* (2014) Application of a high performance intracortical brain computer interface for communication in a person with amyotrophic lateral sclerosis. Program No. 252.08. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2014. Online. Washington, DC. pdf [from NPTL]
  85. Nuyujukian P, Pandiranath C, Gilja V, Blabe C, Perge JA, Jarosiewicz B, Hochberg LR, Shenoy KV*, Henderson JM* (2014) Design of a high performance intracortical brain computer interface for a person with amyotrophic lateral sclerosisProgram No. 252.09. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2014. Online. Washington, DC. pdf [from NPTL]
  86. Stavisky SD, Kao JC, Ryu SI, Shenoy KV (2014) Brain-machine interface performance is mediated by an internal model of decoder
    velocity gain. Program No. 252.10. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2014. Online. Washington, DC. pdf
  87. Kao JC*, Stavisky SD*, Sussillo D*, Ryu SI, Shenoy KV (2014) A robust and high-performance brain-machine interface using a nonlinear recurrent neural network trained with years of neural data. Program No. 252.11. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2014. Online. Washington, DC. pdf
  88. Peixoto D, Kiani R, Chandrasekaran C, Shenoy KV, Newsome WT (2014) Temporal certainty about stimulus presentation differentially affects response dynamics in dorsal premotor and primary motor cortex. Program No. 435.12. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2014. Online. Washington, DC. pdf
  89. Chandrasekaran C, Peixoto D, Newsome WT, Shenoy KV (2014) Trial-by-trial covariation between PMd responses and action choice during a reaction time discrimination task. Program No. 435.15. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2014. Online. Washington, DC. pdf
  90. O'Shea DJ, Trautmann EM, Shenoy KV (2014) Macaque motor feedback responses rapidly reflect haptically-rendered environmental constraints. Program No. 735.15. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2014. Online. Washington, DC. pdf
  91. Kaufman MT, Seely JS, Ryu SI, Shenoy KV, Churchland MM (2014) The neural basis of voluntary movement initiation. Cold Spring Harbor Laboratory symposium: The Leading Strand. Cold Spring Harbor, NY. Page 92.  pdf
  92. Nuyujukian P, Gilja V, Kao JC, Fan JM, Stavisky SD, Ryu SI, Shenoy KV (2014) The development of high-performance communication neural prostheses. American Society for Stereotactic and Functional Neurosurgery. Washington, D.C. 92 (suppl 1) 1-75, #129. pdf
  93. Pandarinath C, Gilja V, Blabe C, Jarosiewicz B, Perge JA, Hochberg LR, Shenoy KV, Henderson JM (2014) High-performance communication using neuronal ensemble recordings from the motor cortex of a person with ALS. American Society for Stereotactic and Functional Neurosurgery. Washington, D.C. 92 (suppl 1) 1-75, #130. pdf [from NPTL]
  94. O'Shea DJ, Goo W, Diester I, Kalanithi P, Deisseroth K, Shenoy KV (2014) Optogenetic perturbation and low-dimensional motor cortical activity. Neural Control of Movement. Amsterdam. pdf
  95. Kerr CC, O'Shea DJ, Goo W, Dura-Bernal S, Francis JT, Diester I, Kalanithi P, Deisseroth K, Shenoy KV, Lytton WL (2014) Information flow in optogenetically stimulated macaque motor cortex: simulation and experiment. Neural Control of Movement. Amsterdam. pdf
  96. Gao P, Trautmann E, Yu BM, Santhanam G, Ryu SI, Shenoy KV, Ganguli S (2014, talk) A theory of neural dimensionality and measurement. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. T-16. pdf
  97. Seely J, Kaufman MT, Cueva C, Paninski L, Shenoy KV, Churchland MM (2014, talk) State-space models for cortical-muscle transformations. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. T-30. pdf
  98. Ames KC, Shenoy KV (2014, poster) Motor cortical activity predicts behavioral corrections following last-minute goal changes. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. III-98. pdf
  99. O'Shea D, Goo W, Kalanithi P, Diester I, Deisseroth K, Shenoy KV (2014, poster) Pushing in the wrong direction: optogenetic perturbation misaligns with motor cortical dynamics. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. III-100. pdf
  100. Pandarinath C, Gilja V, Blabe C, Hochberg LR, Shenoy KV, Henderson JM (2014, poster) Corresponding neural signatures of movement and imagined movement in human motor cortex. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. III-87. pdf [from NPTL]
  101. Simeral JD, Bacher D, Sarma AA, Schmansky NJ, Stavisky SD, Jarosiewicz B, Milekovic T, Rosler DM, Gilja V, Pandarinath C, Cornwell AS, Henderson JM, Shenoy KV, Kirsch RF, Donoghue JP, Hochberg LR (2013) Evolution of the BrainGate real-time Brain-Computer Interface (BCI) platform for individuals with tetraplegia or limb loss. Program No. 80.02. 2013 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. San Diego, CA. pdf [from NPTL]
  102. Pandarinath C, Gilja V, Blabe CH, Hochberg LR, Shenoy KV, Henderson JM (2013) Overlapping neural representations of upper extremity movements in human primary motor cortex during volitional, imagined, observed, and passive movements. Program No. 80.03. 2013 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. San Diego, CA. pdf [NPTL pub]
  103. Gilja V, Pandarinath C, Blabe CH, Hochberg LR, Shenoy KV, Henderson JM (2013) Design and application of a high performance intracortical brain computer interface for a person with amyotrophic lateral sclerosis. Program No. 80.06. 2013 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. San Diego, CA. pdf [from NPTL]
  104. Christie BP, Thompson DE, Irwin Z, Gilja V, Nuyujukian P, Ryu SI, Shenoy KV, Chestek CA (2013) Comparison of spike sorting and thresholding of voltage waveforms for brain machine interfaces. Program No. 80.13. 2013 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. San Diego, CA. pdf
  105. Chandrasekaran C, Peixoto D, Newsome WT, Shenoy KV (2013) Neural correlates of action choice and RT in dorsal premotor cortex. Program No. 263.10. 2013 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. San Diego, CA. pdf
  106. Peixoto D, Kiani R, Chandrasekaran C, Shenoy KV, Newsome WT (2013) Neural correlates of decision formation in PMd in a perceptual discrimination task. Program No. 263.13. 2013 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. San Diego, CA. pdf
  107. Stavisky SD, Kao JC, Nuyujukian P, Ryu SI, Shenoy KV (2013) Motor cortical activity tracks the position of a brain-machine interface cursor. Program No. 567.02. 2013 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. San Diego, CA. pdf
  108. Kao JC, Nuyujukian P, Cunningham JP, Churchland MM, Ryu SI, Shenoy KV (2013) Increasing brain-machine interface performance by modeling neural population dynamics. Program No. 653.05. 2013 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. San Diego, CA. pdf
  109. Trautmann E, Gao P, Fan J, Kao JC, Stavisky SD, Nuyujukian P, Yu BM, Santhanam G, Ryu SI, Ganguli S, Shenoy KV (2013) Dimensionality in the motor cortical substrate for reaching. Program No. 750.07. 2013 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. San Diego, CA. pdf
  110. O'Shea DJ, Goo W, Kalanithi P, Diester I, Ozden I, Wang J, Nurmikko AV, Deisseroth K, Shenoy KV (2013) Dynamics of primate premotor cortical recovery following optogenetic disruption of motor preparation. Program No. 750.13. 2013 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. San Diego, CA. pdf
  111. Ames KC, Ryu SI, Shenoy KV (2013) Neural and behavioral responses to last-minute goal changes in a reaching task. Program No. 750.21. 2013 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. San Diego, CA. pdf
  112. Henderson JM, Gilja V, Pandarinath C, Blabe C, Hochberg LR, Shenoy KV (2013) High performance computer cursor control using neuronal ensemble recordings from the motor cortex of a person with ALS. Neurosurgery. 60 Suppl 1:184 pdf [from NPTL]
  113. Sussillo D, Churchland MM, Kaufman MT, Shenoy KV (2013, poster) A recurrent neural network that produces EMG from rhythmic dynamics. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. III-67. pdf
  114. O'Shea D, Goo W, Kalanithi P, Diester I, Ramakrishnan C, Deisseroth K, Shenoy KV (2013, poster) Neural dynamics following optogenetic disruption of motor preparation. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. III-60. pdf
  115. Gao P, Trautmann E, Yu BM, Santhanam G, Ryu SI, Shenoy KV, Ganguli S (2013, poster) Dimensionality, dynamics, and correlations in the motor cortical substrate for reaching. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. III-12. pdf
  116. Elsayed G, Kaufman MT, Ryu SI, Shenoy KV, Churchland MM, Cunningham JP (2013, poster) Characterization of dynamical activity in motor cortex. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. III-61. pdf
  117. Seely J, Kaufman MT, Kohn A, Smith M, Movshon A, Priebe N, Lisberger S, Ryu SI, Ryu SI, Shenoy KV, Abbott LF, Cunningham JP, Churchland MM (2013, poster) Quantifying representational and dynamical structure in large neural datasets. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. I-62. pdf
  118. Sussillo D, Churchland MM, Kaufman MT, Shenoy KV (2012) A recurrent neural network that produces EMG from thythmic dynamics. Translational and Computational Motor Control (TCMC) pre-meeting to Society for Neuroscience annual meeting, New Orleans, LA. pdf
  119. Bishop W, Chestek CA, Gilja V, Nuyujukian P, Ryu SI, Shenoy KV (2012) Long-term decoding stability without retraining for intracortical brain-computer interfaces. Program No. 583.03. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA. pdf
  120. Blabe C, Anderson KD, Chestek CA, Gilja V, Sachs AJ, Pandarinath C, Shenoy KV, Henderson JM (2012) Assessing brain-machine interface priorities from the perspective of spinal cord injury participants. Program No. 584.14. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA. pdf [from NPTL]
  121. Foster JD, Freifeld O, Nuyujukian P, Ryu SI, Black MJ, Shenoy KV (2012) Examining walking and reaching using wirelessly transmitted neural recordings and markerless multi-camera video capture. Program No. 583.04. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA. pdf
  122. Gilja V, Chestek CA, Blabe CH, Foster BL, Shenoy KV, Parvizi J, Henderson JM (2012) The application of ECoG to the restoration of functional grasp. Program No. 584.13. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA. pdf [from NPTL]
  123. Goo W, O'Shea D, Kalanithi P, Diester I, Ramakrishnan C, Deisseroth K, Shenoy KV (2012) Disruption of motor preparation by optogenetic stimulation of primate premotor cortex. Program No. 229.06. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA. pdf
  124. Hussar CR, Kaufman MT, Cunningham JP, Ryu SI, Shenoy KV, Churchland MM (2012) Frequency of multiphasic responses in dorsal premotor and primary motor cortex. Program No. 187.20. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA. pdf
  125. Kalanithi P, Diester I, O'Shea DJ, Goo W, Wang N, Ramakrishnan C, Deisseroth K, Shenoy KV (2012) Projection targeting and network assays in squirrel monkey optogenetics. Program No. 229.03. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA. pdf
  126. Kao JC, Nuyujukian P, Stavisky SD, Ryu SI, Shenoy KV (2012) Increasing brain-machine interface robustness using low dimensional projections of neural activity. Program No. 583.02. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA. pdf
  127. Kaufman MT, Churchland MM, Ryu SI, Shenoy KV (2012) Decision and indecision on single trials of a monkey maze-reaching task. Program No. 730.04. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA. pdf
  128. Mante V, Sussillo D, Shenoy KV, Newsome WT (2012) Selection and integration of relevant sensory evidence without gating of sensory inputs. Program No. 175.07. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA. pdf
  129. Nuyujukian P, Kao JC, Ryu SI, Shenoy KV (2012) State decoding using hidden Markov models for continuous brain-machine interfaces. Program No. 583.01. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA.
  130. O'Shea DJ, Goo W, Kalanithi P, Diester I, Ramakrishnan C, Deisseroth K, Shenoy KV (2012) Optogenetic perturbation of motor preparation in primate dorsal premotor cortex. Program No. 208.05. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA. pdf
  131. Seely J, Kaufman MT, Kohn A, Smith MA, Movshon J, Priebe NJ, Lisberger SG, Ryu SI, Shenoy KV, Cunningham JP, Churchland MM. (2012) Comparing visual and motor cortex: Representational coding versus dynamical systems. Program No. 300.01. 2012 Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. Online. New Orleans, LA. pdf
  132. Ames KC, Ryu SI, Shenoy KV (2012, talk) Neural dynamics of reaching following incomplete or incorrect planning. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. T-5. pdf
  133. Nuyujukian P, Kao J, Fan JM, Stavisky S, Ryu SI, Shenoy KV (2012, poster) A high-performance, robust brain-machine interface without retraining. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. III-6 pdf
  134. Seely J, Kaufman MT, Ryu SI, Cunningham JP, Shenoy KV, Churchland MM (2012, poster) Dimensionality in motor cortex: differences between models and experiment. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. II-67. pdf
  135. Bishop W, Nuyujukian P, Chestek CA, Gilja V, Ryu SI, Shenoy KV, Yu BM (2012, poster) Long-term decoding stability without retraining for intracortical brain computer Interface. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. III-40. pdf
  136. Petreska B, Kaufman MT, Churchland MM, Ryu SI, Shenoy KV, Sahani M (2012, poster) Identifying the neural initiation of a movement. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. I-66. pdf
  137. Mante V, Sussillo D, Shenoy KV, Newsome WT (2012, poster) Concurrent integration and gating of sensory information with orthogonal
    mixed representations. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. II-58. pdf
  138. Churchland MM, Cunningham JP, Kaufman MT, Foster JD, Nuyujukian P, Ryu SI, Shenoy KV (2011, nanosymposium) Structure of neural population dynamics during reaching. Program No. 123.01. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf
  139. Cunningham JP, Churchland MM, Kaufman MT, Shenoy KV (2011, nanosymposium) Extracting rotational structure from motor cortical data. Program No. 123.02. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf
  140. aufman MT, Churchland MM, Ryu SI, Shenoy KV (2011, nanosymposium). Changes of mind in a decision-making maze task in monkey. Program No. 123.03. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf
  141. Petreska B, Yu BM, Cunningham JP, Santhanam G, Ryu SI, Shenoy KV, Sahani M (2011, nanosymposium). Low-dimensional dynamical segmentation of single-trial array recordings. Program No. 123.04. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf
  142. Foster JD, Freifeld O, Nuyujukian P, Ryu SI, Black MJ, Shenoy KV (2011, poster) Towards a freely moving animal model: Combining markerless multi-camera video capture and wirelessly transmitted neural recordings for the analysis of walking. Program No. 142.01. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf
  143. Nuyujukian P, Fan JM, Kao JC, Ryu SI, Shenoy KV (2011, poster). Towards robust performance and streamlined training of cortically-controlled brain-machine interfaces. Program No. 142.02. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf
  144. Blabe CH, Chestek CA, Gilja V, Foster BL, Shenoy KV, Parvizi J, Henderson JM (2011, poster) An experimental paradigm for neural prosthetics research using human electrocorticographic signals. Program No. 142.16. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf [from NPTL]
  145. Chestek CA, Gilja V, Blabe CH, Foster BL, Shenoy KV, Parvizi J, Henderson JM (2011, poster) Grasp classification using high gamma power from human ECoG recordings. Program No. 142.17. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf [from NPTL]
  146. Gilja V, Chestek CA, Blabe CH, Foster BL, Shenoy KV, Parvizi J, Henderson JM (2011, poster) Signal selection and conditioning for human ECoG driven brain mahine interfaces. Program No. 142.20. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf [NPTL]
  147. Kalanithi P, Diester I, Goo W, O'Shea DJ, Bernstein H, Warden MR, Ramakrishnan C, Deisseroth K, Shenoy KV (2011, poster) Development of a squirrel monkey model for nonhuman primate optogenetics. Program No. 306.06. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf
  148. O'Shea DJ, Goo W, Diester I, Kalanithi P, Yizhar O, Ramakrishnan C, Deisseroth K, Shenoy KV (2011, poster) Optogenetic control of excitatory neurons via a red-shifted opsin in primate premotor cortex. Program No. 306.11. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf
  149. Diester I, Bernstein H, Mattis J, Zalocusky K, Ramakrishnan C, Bass C, Shenoy KV, Deisseroth K (2011, poster) Optogenetic projection targeting with AAV5 in non-human primates. Program No. 306.13. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf
  150. Cowley BR, Kaufman MT, Churchland MM, Ryu SI, Shenoy KV, Yu BM (2011, poster) DataHigh: Graphical user interface for visualizing and interacting with high-dimensional neural trajectories. Program No. 591.16. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf
  151. Ames KC, Ryu SI, Shenoy KV (2011, poster) Neural dynamics of movement execution following incomplete or incorrect planning. Program No. 591.17. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience, 2011. Online. pdf
  152. Churchland MM, Cunningham JP, Kaufman MT, Ryu SI, Shenoy KV (2011) Firing rate oscillations underlie motor cortex responses during reaching in monkey. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT: III-32. pdf
  153. Cunningham JP, Churchland MM, Kaufman MT, Shenoy KV (2011) Extracting rotational structure from motor cortical data. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT: II-33. pdf
  154. Kaufman MT, Churchland MM, Shenoy KV (2011) Cortical preparatory activity avoids causing movement by remaining in a muscle-neutral space. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT: II-61. pdf
  155. Petreska B, Cunningham JP, Santhanam G, Yu BM, Ryu SI, Shenoy KV, Sahani M (2011) Detecting changes in neural dynamics within single trials. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT: I-33. pdf
  156. Lerchner A, Shenoy KV, Sahani M (2011) The role of horizontal long-range connections in shaping the dynamics of multi-electrode array data. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT: I-27. pdf
  157. Macke J, Busing L, Cunningham JP, Yu BM, Shenoy KV, Sahani M (2011) Modelling low-dimensional dynamics in recorded spiking populations. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT: I-34. pdf
  158. Rivera-Alvidrez Z, Kalmar R, Ryu SI, Shenoy KV (2010, nanosymposium) Low dimensional neural features predict specific muscle EMG signals. Program No. 732.4. 2010 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  159. Kaufman MT, Churchland MM, Shenoy KV (2010, nanosymposium) Lack of evidence for inhibitory gating in monkey M1. Program No. 732.2. 2010 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  160. Cunningham JP, Nuyujukian P, Gilja V, Chestek CA, Ryu SI, Shenoy KV (2010, nanosymposium) A closed-loop human simulator for understanding feedback-control and its relevance for brain-machine interfaces. Program No. 20.5. 2010 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  161. Gilja V, Nuyujukian P, Chestek CA, Cunningham JP, Fan JM, Yu BM, Ryu SI, Shenoy KV (2010, nanosymposium) A high-performance continuous cortically-controlled prosthesis enabled by feedback control design. Program No. 20.6. 2010 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Onilne. pdf
  162. Nuyujukian P, Gilja V, Chestek CA, Cunningham JP, Fan JM, Yu BM, Ryu SI, Shenoy KV (2010, nanosymposium) Generalization and robustness of a continuous cortically-controlled prosthesis enabled by feedback control design. Program No. 20.7. 2010 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  163. Chestek CA, Gilja V, Nuyujukian P, Foster JD, Kaufman MT, Ryu SI, Shenoy KV (2010) Waveform stability and neural decoder performance across 7 weeks. Program No. 85.1. 2010 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  164. Churchland MM, Kaufman MT, Cunningham JP, Ryu SI, Shenoy KV (2010, poster) Some basic features of the neural response in motor and premotor cortex. Program No. 382.2. 2010 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  165. Diester I, Goo W, Kaufman MT, Pashaie R, Mogri M, Yizhar O, Ramakrishnan C, Deisseroth K, Shenoy KV (2010, poster) An optogenetic toolbox designed for primates. Program No. 412.9. 2010 Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience. Online. pdf
  166. Ryu SI, Gilja V, Nuyujukian P, Chestek CA, Yu BM, Shenoy KV (2010, poster) Toward human cortical prostheses: Addressing the performance barrier to clinical reality. Abstract #164. Congress of Neurological Surgeons Annual Meeting Abstracts, San Francisco, CA. 16-21 October. pdf
  167. Chestek CA, Gilja V, Nuyujukian P, Foster JD, Kaufman MT, Ryu SI, Shenoy KV (2010) Waveform stability and neural decoder performance across 7 weeks. Proc. of the Neural Interfaces Conference, Long Beach, CA. 21-23 June. Poster F11, pg 75. pdf
  168. Cunningham JP, Nuyujukian P, Gilja V, Chestek CA, Ryu SI, Shenoy KV (2010) An online, closed-loop testing platform for neural prosthetic systems. Proc. of the Neural Interfaces Conference, Long Beach, CA. 21-23 June. Poster E4, pg 220. pdf
  169. Gilja V, Nuyujukian P, Chestek CA, Cunningham JP, Yu BM, Ryu SI, Shenoy KV (2010) A high-performance cortically-controlled motor prosthesis enabled by a feedback control perspective. Proc. of the Neural Interfaces Conference, Long Beach, CA. 21-23 June. Poster F10, pg 114. pdf
  170. Gilja V*, Nuyujukian P*, Chestek CA, Cunningham JP, Yu BM, Ryu SI, Shenoy KV (2010, poster) High-performance continuous neural cursor control enabled by a feedback control perspective. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. doi: 10.3389/conf.fnins.2010.03.00249 pdf
  171. Churchland MM, Kaufman MT, Cunningham JP, Shenoy KV (2010, poster/spotlight) Preparatory tuning in premotor cortex relates most closely to the pop- ulation movement-epoch response. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. doi: 10.3389/conf.fnins.2010.03.00253 pdf
  172. Kalmar R, Reppas J, Ryu SI, Shenoy KV, Newsome WT (2010, poster/spotlight) Ensemble activity underlying movement preparation in prearcuate cortex. Frontiers in Neuroscience. Conference Abstract: Computational and Systems Neuroscience (COSYNE), Salt Lake City, UT. doi: 10.3389/conf.fnins.2010.03.00228 pdf
  173. Gilja V, Chestek CA, Cunningham JP, Nuyujukian P, Ryu SI, Shenoy KV (2009, poster) Quantifying and addressing the impact of spike waveform instability on neural prosthetics. Program No. 370.9. 2009 Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2009. Online. pdf
  174. Rivera Alvidrez Z, Kalmar RS, Ryu SI, Shenoy KV (2009, poster) Evidence of trial-by-trial relationships between EMG and neural population activity in PMd. Program No. 463.4. 2009 Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2009. Online. pdf
  175. Churchland MM, Kaufman MT, Cunningham JP, Shenoy KV (2009, poster) The tuning of plan activity in premotor / motor cortex is best captured by intrinsic parameters derived from the movement-period population response. Program No. 463.9. 2009 Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2009. Online. pdf
  176. Kaufman MT, Churchland MM, Shenoy KV (2009, poster) Putative interneurons respond more rapidly than pyramidal cells in monkey premotor cortex. Program No. 463.11. 2009 Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience, 2009. Online. pdf
  177. Yu BM, Cunningham JP, Santhanam G, Ryu S, Shenoy K, Sahani M (2009, poster). Gaussian-process factor analysis for low-d single-trial analysis of neural population activity. Frontiers in Systems Neuroscience. Conference Abstract: Computational and systems neuroscience. doi: 10.3389/conf.neuro.06.2009.03.153. Computational and systems neuroscience. Salt Lake City, UT, USA, February 26 - March 03, 2009. url pdf
  178. Churchland MM, Yu BM, Cunningham JC, Sugrue L, Cohen M, Corrado G, Newsome W, Clark A, Hosseini P, Scott B, Bradley D, Smith M, Kohn A, Movsh A, Armstrong K, Moore T, Chang S, Snyder LH, Ryu S, Santhanam G, Sahani M, Shenoy KV (2009, poster). Stimulus onset quenches neural variability: a widespread cortical phenomenon. Frontiers in Systems Neuroscience. Conference Abstract: Computational and systems neuroscience. doi: 10.3389/conf.neuro.06.2009.03.295. Computational and systems neuroscience. Salt Lake City, UT, USA, February 26 - March 03, 2009. url pdf
  179. Shenoy KV, Yu BM, Afshar A, Churchland MM, Cunningham JP, Sahani M (2007, talk) Extracting dynamical structure embedded in premotor cortical activity. Neural Coding, Computation and Dynamics (NCCD). Hossegor, France.
  180. Cunningham JP, Yu BM, Sahani M, Shenoy KV (2007, poster) Inferring neural firing rates from spike trains using Gaussian processes. Neural Coding, Computation and Dynamics (NCCD). Hossegor, France.
  181. Gilja V, Santhanam G, Linderman MD, Afshar A, Ryu SI, Meng TH, Sahani M, Shenoy KV (2007, invited talk) Optimizing spike sorting for brain computer interfaces with non-stationary waveforms. Biomedical Engineering Society (BMES) annual meeting.
  182. Gilja V, Santhanam G, Linderman MD, Afshar A, Ryu SI, Meng TH, Sahani M, Shenoy KV (2007) Optimizing spike sorting for brain computer interfaces with non-stationary waveforms. Society for Neuroscience annual meetingpdf
  183. Churchland MM, Bradley DC, Clark AM, Hosseini P, Cohen MR, Newsome WT, Shenoy KV (2007) The timecourse of neural variability in visual area MT. Society for Neuroscience annual meetingpdf
  184. Rivera Z, Kalmar R, Afshar A, Santhanam G, Yu BM, Ryu SI, Shenoy KV (2007) Single-trial representation of uncertainty about reach goals in macaque PMd. Society for Neuroscience annual meeting. pdf
  185. Churchland MM, Shenoy KV (2007, talk) Neural correlates of movement preparation. Neural Control of Movement annual meeting 12, “New Perspectives on Motor Preparation” session organized by B. Corneil, Abstract 17.14, Seville, Spain.
  186. Shenoy KV, Churchland MM (2007, talk) Potential role of neural preparatory activity in optimal control theory. Neural Control of Movement annual meeting 12, “New Approaches to Examining Neural Processing in Motor and Premotor Cortex” session organized by K. Shenoy, Abstract 17.13, Seville, Spain.
  187. Santhanam G, Yu BM, Shenoy KV, Sahani M (2006) Factor analysis with Poisson output. Technical Report NPSL-TR-06-1. pdf
  188. Henderson JM, Afshar A, Ryu SI, Hill BC, Bronte-Stewart HM, Shenoy KV (2006, talk) Acute implantation of high density microelectrode arrays for investigation of human cortex. 10th Annual North American Neuromodulation Society Meeting, Las Vegas, Nevada, Dec 9.
  189. Henderson JM, Afshar A, Ryu SI, Hill BC, Bronte-Stewart HM, Shenoy KV (2006, talk) Modulation of neuronal ensemble activity during movement planning in Parkinson's disease patients undergoing deep brain stimulation. 10th International Congress of Parkinson's Diseasand Movement Disorders, Kyoto, Japan, Oct 30-Nov 2, 2006. Mov Disord 21 Suppl 15:S348.
  190. Linderman MD, Gilja V, Santhanam G, Afshar A, Ryu SI, Meng TH, Shenoy KV (2006, talk) Neural recording stability of chronic electrode arrays in freely behaving primates. Abstract Viewer / Itinerary Planner. Atlanta, GA: Society for Neuroscience.
  191. Gilja V, Linderman MD, Santhanam G, Afshar A, Ryu SI, Meng TH, Shenoy KV (2006) Multiday electrophysiological recordings from freely behaving primates using an autonomous, multi-channel neural system. Abstract Viewer / Itinerary Planner. Atlanta, GA: Society for Neuroscience.
  192. Churchland MM, Afshar A, Shenoy KV (2006, talk) Movement variability arising from motor preparation. Abstract Viewer / Itinerary Planner. Atlanta, GA: Society for Neuroscience.
  193. Schaffer ES, Rajan K, Churchland MM, Shenoy KV, Abbott LF (2006) Generating complex repeatable patterns of activity by gain modulating network neurons. Abstract Viewer / Itinerary Planner. Atlanta, GA: Society for Neuroscience.
  194. Chestek CA, Batista AP, Yu BM, Santhanam G, Ryu SI, Afshar A, Shenoy KV (2006) The relationship between PMd neural activity and reaching behavior is stable in highly trained macaques. Abstract Viewer / Itinerary Planner. Atlanta, GA: Society for Neuroscience.
  195. Batista AP, Yu BM, Santhanam G, Ryu SI, Afshar A, Shenoy KV (2006) Influence of eye position on end-point decoding accuracy in dorsal premotor cortex. Abstract Viewer / Itinerary Planner. Atlanta, GA: Society for Neuroscience.
  196. Kemere C, Yu BM, Santhanam G, Ryu SI, Afshar A, Meng TH, Shenoy KV (2006) Hidden Markov models for spatial and temporal estimation for prosthetic control. Abstract Viewer / Itinerary Planner. Atlanta, GA: Society for Neuroscience.
  197. Cunningham JP, Yu BM, Shenoy KV (2006) Optimal target placement for neural communication prostheses. Abstract Viewer / Itinerary Planner. Atlanta, GA: Society for Neuroscience.
  198. Churchland MM, Shenoy KV (2006, poster) The activity of motor cortex neurons during reaches is temporally complex and exceedingly heterogeneous. 16th Annual Meeting of the Neural Control of Movement Society, May 2-7 2006, Key Biscane , FL , Abstract F-03. pdf
  199. Batista AP, Santhanam G, Yu BM, Ryu SI, Afshar A, Shenoy KV (2006) Heterogeneous reference frames for reaching in macaque PMd. 16th Annual Meeting of the Neural Control of Movement Society, May 2-7 2006, Key Biscane, FL, Abstract F-12. pdf
  200. Batista AP, Santhanam G, Yu BM, Ryu SI, Afshar A, Shenoy KV (2005, talk) Heterogeneous coordinate frames for reaching in macaque PMd. Program No. 363.12. 2005 Abstract Viewer/Itinerary Planner. Washington, DC: Society for Neuroscience. pdf
  201. Churchland MM, Shenoy KV (2005, talk) Complex patterns of motor cortex activity during reaches at different speeds. Program No. 363.8. 2005 Abstract Viewer/Itinerary Planner. Washington, DC: Society for Neuroscience. pdf
  202. Santhanam G, Ryu SI, Yu BM, Afshar A, Shenoy KV (2005) Intra-cortical communication prosthesis design. Program No. 519.19. 2005 Abstract Viewer/Itinerary Planner. Washington, DC: Society for Neuroscience. pdf
  203. Afshar A, Achtman N, Santhanam G, Ryu SI, Yu BM, Shenoy KV (2005) Free-paced target estimation in a delayed reach task. Program No. 401.13. 2005 Abstract Viewer/Itinerary Planner. Washington, DC: Society for Neuroscience. pdf
  204. Gilja V, Kalmar RS, Santhanam G, Ryu SI, Yu BM, Afshar A, Shenoy KV (2005) Trial-by-trial mean normalization improves plan period reach target decoding. Program No. 519.18. 2005 Abstract Viewer/Itinerary Planner. Washington, DC: Society for Neuroscience. pdf
  205. Kalmar RS, Gilja V, Santhanam G, Ryu SI, Yu BM, Afshar A, Shenoy KV (2005) PMd delay activity during rapid sequential movement plans. Program No. 519.17. 2005 Abstract Viewer/Itinerary Planner. Washington, DC: Society for Neuroscience. pdf
  206. Yu BM, Kemere C, Santhanam G, Afshar A, Ryu SI, Meng TH, Sahani M, Shenoy KV (2005) Mixture of trajectory models for neural decoding of goal-directed movements. Program No. 520.18. 2005 Abstract Viewer/Itinerary Planner. Washington, DC: Society for Neuroscience. pdf
  207. Sahani M, Yu BM, Afshar G, Santhanam G, Ryu SI, Shenoy KV (2005) Extracting dynamical structure embedded in neural activity. Program No. 689.14. 2005 Abstract Viewer/Itinerary Planner. Washington, DC: Society for Neuroscience. pdf
  208. Churchland MM, Yu BM, Ryu SI, Santhanam G, Shenoy KV (2005) Motor preparation and settling activity in PMd. Neural Control of Movement (NCM) Annual Meeting, E-13pdf
  209. Churchland MM, Yu BM, Ryu SI, Santhanam G, Shenoy KV (2005, talk) Neural variability in premotor cortex provides a signature of motor preparation. Computational and Systems Neuroscience (COSYNE) meeting, Salt Lake City, UT, Contributed Talk #13, 26. pdf
  210. Yu BM, Afshar A, Shenoy KV, Sahani M (2005) Extracting dynamical structure embedded in motor preparatory activity. Computational and Systems Neuroscience (COSYNE) meeting. Salt Lake City, UT , Contributed Poster #290, 303. pdf
  211. fYu BM, Santhanam G, Ryu SI, Shenoy KV (2005) Feedback-directed state transition for recursive Bayesian estimation of goal-directed trajectories. Computational and Systems Neuroscience (COSYNE) meeting. Salt Lake City , UT , Contributed Poster #291, 304. pdf
  212. Churchland MM, Kaufman MT, Shenoy KV (2008, poster) A novel maze task for the study of motor preparation. Program No. 182.14. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. pdf
  213. Kaufman MT, Churchland MM, Shenoy KV (2008, poster) Neurons in monkey premotor cortex change roles across complex movements. Program No. 182.16. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. pdf
  214. Lehocky CA, Santhanam G, Afshar A, Yu BM, Ryu SI, Cunningham JP, Gilja V, Shenoy, KV, Batista AP (2008, poster) Absence of fast-timescale correlations in macaque dorsal premotor cortex. Program No. 262.12. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. pdf
  215. Afshar A, Yu BM, Santhanam G, Ryu SI, Shenoy KV, Sahani M (2008, talk) Evidence for smooth and inertial dynamics in the evolution of neural state. Program No. 319.8. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. pdf
  216. Yu BM, Cunningham JP, Santhanam G, Ryu SI, Shenoy KV, Sahani M (2008, talk) Gaussian process factor analysis for low-dimensional single-trial analysis of neural population activity. Program No. 319.9. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. pdf
  217. Gilja V, Yu BM, Santhanam G, Afshar A, Ryu SI, Shenoy KV (2008, poster) Factor analysis based BCI decoding from spikes and LFP. Program No. 779.2. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. pdf
  218. Chestek CA, Gilja V, Nuyujukian P, Ryu SI, Kier RJ, Harrison RR, Solzbacher F, Shenoy KV (2008, poster) HermesC: wireless low-power neural recording system for freely behaving primates. Program No. 779.11. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. pdf
  219. Harrison RR, Kier RJ, Chestek CA, Gilja V, Nuyujukian P, Ryu SI, Greger B, Solzbacher F, Shenoy KV (2008, poster) Wireless neural signal acquisition with single low-power integrated circuit. Program No. 779.12. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. pdf
  220. Cunningham JP, Yu BM, Gilja V, Ryu SI, Shenoy KV, Sahani M (2008, poster) Towards optimal estimates of neural firing rates from spike trains. Program No. 862.10. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. pdf
  221. Rivera Alvidrez A, Kalmar RS, Yu BM, Ryu SI, Shenoy KV (2008, poster) Neural decoding of goal-directed reaches: scaling up the number of reach goals. Program No. 862.17. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. pdf
  222. Kalmar RS, Reppas JB, Afshar A, Ryu SI, Shenoy KV, Newsome WT (2008, poster) Ensemble activity underlying movement preparation in prearcuate cortex, and a comparison with premotor cortex. Program No. 855.6. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. pdf
  223. Shenoy KV (2008, talk) Dynamical systems perspectives of motor cortical activity. (Symposium: Cortical Networks in Action) Program No. 801.4. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience. pdf
  224. Gilja V, Chestek CA, Nuyujukian P, Ryu SI, Kier RJ, Solzbacher F, Harrison RR, Shenoy KV (2008, talk) HermesC: RF wireless low-power neural recording system for freely behaving primates. Biomedical Engineering Society (BMES) annual meeting.
  225. Shenoy KV (2008, invited talk) Neural basis of reach preparation. Computational and Systems Neuroscience (COSYNE) meeting, Salt Lake City, UT. pdf
  226. Rivera Alvidrez Z, Kalmar R, Afshar A, Santhanam G, Yu BM, Ryu SI, Shenoy KV (2008, poster) Single-trial representation of uncertainty about reach goals in macaque PMd. Computational and Systems Neuroscience (COSYNE) meeting, Salt Lake City, UT. III-52.
  227. Churchland MM, Yu BM, Ryu SI, Santhanam G, Shenoy KV (2004, invited talk) Settling recurrent networks underlie motor planning in the primate brain. Neural Information Processing Society (NIPS) annual meeting workshop: The neurobiology of planning and deciding: studies from many levels of brain organization.
  228. Kemere C, Santhanam G, Ryu SI, Yu BM, Meng TH, Shenoy KV (2004) Reconstruction of arm trajectories from plan and peri-movement motor cortical activity. Annual Neural Prosthesis Program Meeting, National Institutes of Health. Abstract.
  229. Afshar A, Churchland MM, Shenoy KV (2004) Contribution of motor preparation and execution noise to goal-irrelevant movement variability. Annual Neural Prosthesis Program Meeting, National Institutes of Health. Abstract.
  230. Churchland MM, Yu BM, Ryu SI, Santhanam G, Afshar A, Shenoy KV (2004, talk) Role of movement preparation in movement generation. Advances in Computational Motor Control III, Symposium at the Society for Neuroscience Meeting, R. Shadmehr & E. Todorov , organizers. 2 page paper. pdf
  231. Ryu SI, Santhanam G, Yu BM, Shenoy KV (2004, talk) The speed at which reach movement plans can be decoded from the cortex and its implications for high  performance neural prosthetic arm systems.54th Annual Meeting Congress of Neurological Surgeons (CNS), San Francisco, CA, Article ID: 785, 55(2):481. pdf
  232. Churchland MM, Yu B, Ryu SI, Santhanam G, Shenoy KV (2004, talk) Reaction time and the time-course of cortical pre-motor processing. Soc. for Neurosci. Abstracts: Program #603.5. pdf
  233. Shenoy KV, Churchland MM (2004, talk) Changes in reaction time induced by microstimulation in PMd. Soc. for Neurosci. Abstracts: Program #603.6. pdf
  234. Afshar A, Churchland MM, Shenoy KV (2004) Contribution of motor preparation and execution noise to goal-irrelevant movement variability. Soc. for Neurosci. Abstracts: Program #191.6pdf
  235. Batista AP, Yu BM, Santhanam G, Ryu SI, Shenoy KV (2004) Coordinate frames for reaching in macaque dorsal premotor cortex (PMd). Soc. for Neurosci. Abstracts: Program #191.7pdf
  236. Yu BM, Ryu SI, Santhanam G, Churchland MM, Shenoy KV (2004) Improving neural prosthetic system performance by combining plan and peri-movement activity. Soc. for Neurosci. Abstracts: Program #884.11pdf
  237. Kemere C, Santhanam G, Ryu SI, Yu BM, Meng TH, Shenoy KV (2004) Reconstruction of arm trajectories from plan and peri-movement motor cortical activity. Soc. for Neurosci. Abstracts: Program #884.12pdf
  238. Ryu SI, Santhanam G, Yu BM, Shenoy KV (2004, talk) High speed neural prosthetic icon positioning. Soc. for Neurosci. Abstracts: Program #263.1pdf
  239. Santhanam G, Ryu SI, Yu BM, Shenoy KV (2004, talk) High information transmission rates in a neural prosthetic system. Soc. for Neurosci. Abstracts: Program #263.2pdf
  240. Churchland MM, Shenoy KV (2004) Behavioral variability predicted from recorded plan activity. Neural Control of Movement (NCM) Annual Meeting: 246.122001. pdf
  241. Ryu SI, Yu BM, Churchland MM, Shenoy KV (2004, talk) Premotor cortex plan activity used to decode upcoming reach speed for high-performance neural prosthetic system design. 72nd Annual Meeting American Association of Neurological Surgeons (AANS)Article ID:19873, 1 page, Orlando, FL. pdf
  242. Yu BM, Ryu SI, Churchland MM, Shenoy KV (2004) Improving neural prosthetic system performance for a fixed number of neurons. Computational and Systems Neuroscience (COSYNE), 1st Annual Meeting. Long Island , NY , 219 pdf
  243. Churchland MM, Shenoy KV (2003) Movement speed alters distance tuning of plan activity in monkey pre-motor cortex. Soc. for Neurosci. Abstracts: Program #918.2pdf
  244. Santhanam G., Churchland MM, Sahani M, Shenoy KV (2003) Local field potential activity varies with reach distance, direction, and speed in monkey pre-motor cortex. Soc. for Neurosci. Abstracts: Program #918.1pdf
  245. Meeker D, Shenoy KV, Cao S, Pesaran B, Scherberger H, Jarvis M, Buneo CA, Batista AP, Kureshi SA, Mitra PP, Burdick JW, Andersen RA (2001) Cognitive control signals for prosthetic systems. Soc. For Neurosci. Abstracts: 27.
  246. Shenoy KV, Meeker D, Cao S, Kureshi SA, Buneo CA, Batista AP, Burdick JW, Andersen RA (2001, invited talk) Toward prosthetic systems controlled by parietal cortex. Neural Information and Coding Workshop.
  247. Meeker D, Shenoy KV, Kureshi S, Cao S, Burdick J, Pesaran B, Mitra P, Batista A, Buneo C, Gillikin B, Dubowitz D, Andersen RA (2000, invited talk) Toward Adaptive Control of Neural Prosthetics by Parietal Cortex. Neural Information and Coding Workshop.
  248. Shenoy KV, Kureshi SA, Meeker D, Gillikin BL, Dubowitz DJ, Batista AP, Buneo CA, Cao S, Burdick JW, Andersen RA (1999) Toward prosthetic systems controlled by parietal cortex. Soc. For Neurosci. Abstracts: 25.
  249. Shenoy KV, Crowell JA, Andersen RA (1999, invited talk) Influence of pursuit speed on the representation of heading in macaque MSTd. European Conf. on Visual Percep.
  250. Crowell JA, Shenoy KV, Andersen RA (1999, talk) Prior visual motion affects self-motion judgments during eye movements. IOVS/ARVOShenoy KV, Crowell JA, Andersen RA (1998, talk) The influence of pursuit speed upon the representation of heading in Macaque cortical area MSTd. Soc. for Neurosci. Abstracts: 24.
  251. Sugihara H, Murakami I, Komatsu H, Shenoy KV, Andersen RA (1998) Selectivity of neurons to the 3D orientation of a rotating plane in area MSTd of the monkey. Soc. for Neurosci. 24.
  252. Sugihara H, Murakami I, Komatsu H, Shenoy KV, Andersen RA (1998) Neurons in area MSTd of the  monkey have a selectivity to the 3D orientation of a rotating plane. Japan Soc. for Neurosci.
  253. Crowell JA, Maxwell MA, Shenoy KV, Andersen RA (1998, talk) Retinal and extra-retinal motion signals both affect the extent of  gaze-shift compensation. IOVS/ARVO 39.
  254. Shenoy KV, Crowell JA, Bradley DC, Andersen RA (1997, talk) Perception and neural representation of heading during gaze-rotation. Soc. for Neurosci. Abstracts: 23.
  255. Crowell JA, Banks MS, Shenoy KV, Andersen RA (1997, talk) Self-motion path perception during head and body rotations. IOVS/ARVO38.Shenoy KV, Bradley DC, Andersen RA (1996, talk) Heading computation during head movements in macaque cortical area MSTd. Soc. for Neurosci. Abstracts: 22.
  256. Bradley DC, Maxwell M, Andersen RA, Banks MS, Shenoy KV (1996, talk) Heading computation during pursuit eye movements in cortical area MSTd. Soc. for Neurosci. Abstracts: 22.
  257. Shenoy KV, Kaufman J, McGrann JV, Shaw GL (1989, talk) Selectional learning in the Trion model of cortical organization. Twenty-Second Annual Math. Psych. International Conf.
  258. McGrann JV, Shenoy KV, Shaw GL (1989, talk) Rotational invariance in the Trion model of cortical organization. Twenty-Second Annual Math. Psych. International Conf.
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