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ORCIDKrishna V. Shenoy
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2020 – today
- 2022
[c36]Francis R. Willett, Donald T. Avansino, Leigh R. Hochberg, Jaimie M. Henderson
, Krishna V. Shenoy:
Next-generation BCIs: Brain-to-text Communication via Attempted Handwriting. BCI 2022: 1-2- 2021
- [j21]John D. Simeral, Thomas Hosman, Jad Saab, Sharlene N. Flesher, Marco Vilela, Brian Franco, Jessica N. Kelemen, David M. Brandman, John G. Ciancibello, Paymon G. Rezaii, Emad N. Eskandar, David M. Rosler, Krishna V. Shenoy, Jaimie M. Henderson, Arto V. Nurmikko, Leigh R. Hochberg:
Home Use of a Percutaneous Wireless Intracortical Brain-Computer Interface by Individuals With Tetraplegia. IEEE Trans. Biomed. Eng. 68(7): 2313-2325 (2021) - [j20]Darrel R. Deo, Paymon Rezaii, Leigh R. Hochberg, Allison M. Okamura, Krishna V. Shenoy, Jaimie M. Henderson:
Effects of Peripheral Haptic Feedback on Intracortical Brain-Computer Interface Control and Associated Sensory Responses in Motor Cortex. IEEE Trans. Haptics 14(4): 762-775 (2021) - [c35]Felix Pei, Joel Ye, David M. Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark M. Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan W. Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath:
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity. NeurIPS Datasets and Benchmarks 2021 - [i1]Felix Pei, Joel Ye, David M. Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark M. Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan W. Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath:
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity. CoRR abs/2109.04463 (2021) - 2020
- [c34]Lea Duncker, Laura Driscoll, Krishna V. Shenoy, Maneesh Sahani, David Sussillo:
Organizing recurrent network dynamics by task-computation to enable continual learning. NeurIPS 2020
2010 – 2019
- 2019
- [j19]Nir Even-Chen, Blue Sheffer, Saurabh Vyas, Stephen I. Ryu, Krishna V. Shenoy:
Structure and variability of delay activity in premotor cortex. PLoS Comput. Biol. 15(2) (2019) - 2018
- [j18]Nir Even-Chen, Sergey D. Stavisky, Chethan Pandarinath, Paul Nuyujukian, Christine H. Blabe, Leigh R. Hochberg, Jaimie M. Henderson, Krishna V. Shenoy:
Feasibility of Automatic Error Detect-and-Undo System in Human Intracortical Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 65(8): 1771-1784 (2018) - [j17]Francis R. Willett, Brian A. Murphy, Daniel Young, William D. Memberg, Christine H. Blabe, Chethan Pandarinath, Brian Franco, Jad Saab, Benjamin L. Walter, Jennifer A. Sweet, Jonathan P. Miller, Jaimie M. Henderson, Krishna V. Shenoy, John D. Simeral, Beata Jarosiewicz, Leigh R. Hochberg, Robert F. Kirsch, A. Bolu Ajiboye:
A Comparison of Intention Estimation Methods for Decoder Calibration in Intracortical Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 65(9): 2066-2078 (2018) - [c33]Sergey D. Stavisky, Paymon Rezaii, Francis R. Willett, Leigh R. Hochberg, Krishna V. Shenoy, Jaimie M. Henderson:
Decoding Speech from Intracortical Multielectrode Arrays in Dorsal "Arm/Hand Areas" of Human Motor Cortex. EMBC 2018: 93-97 - [c32]Xiyuan Jiang, Stephen I. Ryu, Krishna V. Shenoy, Jonathan C. Kao:
Single Neuron Firing Rate Statistics in Motor Cortex During Execution and Observation of Movement. EMBC 2018: 981-986 - 2017
- [j16]Paul Nuyujukian, Jonathan C. Kao, Stephen I. Ryu, Krishna V. Shenoy:
A Nonhuman Primate Brain-Computer Typing Interface. Proc. IEEE 105(1): 66-72 (2017) - [j15]Jonathan C. Kao, Paul Nuyujukian, Stephen I. Ryu, Krishna V. Shenoy:
A High-Performance Neural Prosthesis Incorporating Discrete State Selection With Hidden Markov Models. IEEE Trans. Biomed. Eng. 64(4): 935-945 (2017) - [c31]Xulu Sun, Jonathan C. Kao, James H. Marshel, Stephen I. Ryu, Krishna V. Shenoy:
Feasibility analysis of genetically-encoded calcium indicators as a neural signal source for all-optical brain-machine interfaces. NER 2017: 174-180 - 2016
- [j14]Jeffrey S. Seely, Matthew T. Kaufman, Stephen I. Ryu, Krishna V. Shenoy, John P. Cunningham, Mark M. Churchland:
Tensor Analysis Reveals Distinct Population Structure that Parallels the Different Computational Roles of Areas M1 and V1. PLoS Comput. Biol. 12(11) (2016) - 2015
- [j13]Paul Nuyujukian, Joline M. Fan, Jonathan C. Kao, Stephen I. Ryu, Krishna V. Shenoy:
A High-Performance Keyboard Neural Prosthesis Enabled by Task Optimization. IEEE Trans. Biomed. Eng. 62(1): 21-29 (2015) - [c30]Nir Even-Chen, Sergey D. Stavisky, Jonathan C. Kao, Stephen I. Ryu, Krishna V. Shenoy:
Auto-deleting brain machine interface: Error detection using spiking neural activity in the motor cortex. EMBC 2015: 71-75 - [c29]Jonathan C. Kao, Stephen I. Ryu, Krishna V. Shenoy:
Leveraging historical knowledge of neural dynamics to rescue decoder performance as neural channels are lost: "Decoder hysteresis". EMBC 2015: 1061-1066 - [c28]Eric Trautmann, Daniel J. O'Shea, Shikhar Shrestha, Steven Lin, Stephen I. Ryu, Krishna V. Shenoy:
Design of an implantable artificial dural window for chronic two-photon optical imaging in non-human primates. EMBC 2015: 7554-7557 - [c27]Sergey D. Stavisky, Jonathan C. Kao, Jordan M. Sorokin, Stephen I. Ryu, Krishna V. Shenoy:
System identification of brain-machine interface control using a cursor jump perturbation. NER 2015: 643-647 - [c26]Yuanjun Gao, Lars Buesing, Krishna V. Shenoy, John P. Cunningham:
High-dimensional neural spike train analysis with generalized count linear dynamical systems. NIPS 2015: 2044-2052 - 2014
- [j12]Jonathan C. Kao, Sergey D. Stavisky, David Sussillo, Paul Nuyujukian, Krishna V. Shenoy:
Information Systems Opportunities in Brain-Machine Interface Decoders. Proc. IEEE 102(5): 666-682 (2014) - [c25]Sergey D. Stavisky, Jonathan C. Kao, Paul Nuyujukian, Stephen I. Ryu, Krishna V. Shenoy:
Hybrid decoding of both spikes and low-frequency local field potentials for brain-machine interfaces. EMBC 2014: 3041-3044 - 2013
- [c24]Jonathan C. Kao, Paul Nuyujukian, Sergey D. Stavisky, Stephen I. Ryu, Surya Ganguli, Krishna V. Shenoy:
Investigating the role of firing-rate normalization and dimensionality reduction in brain-machine interface robustness. EMBC 2013: 293-298 - 2012
- [j11]Mengyuan Zhao, Aaron P. Batista, John P. Cunningham, Cynthia A. Chestek, Zuley Rivera-Alvidrez, Rachel S. Kalmar, Stephen I. Ryu, Krishna V. Shenoy, Satish Iyengar:
An L 1-regularized logistic model for detecting short-term neuronal interactions. J. Comput. Neurosci. 32(3): 479-497 (2012) - [j10]Hua Gao, Ross M. Walker, Paul Nuyujukian, Kofi A. A. Makinwa, Krishna V. Shenoy, Boris Murmann, Teresa H. Meng:
HermesE: A 96-Channel Full Data Rate Direct Neural Interface in 0.13 µm CMOS. IEEE J. Solid State Circuits 47(4): 1043-1055 (2012) - [j9]Krishna V. Shenoy, Cynthia A. Chestek:
Neural Prosthetics. Scholarpedia 7(3): 11854 (2012) - [c23]Vikash Gilja, Paul Nuyujukian, Cindy A. Chestek, John P. Cunningham, Byron M. Yu, Joline M. Fan, Stephen I. Ryu, Krishna V. Shenoy:
A brain machine interface control algorithm designed from a feedback control perspective. EMBC 2012: 1318-1322 - [c22]Justin D. Foster, Paul Nuyujukian, Oren Freifeld, Stephen I. Ryu, Michael J. Black, Krishna V. Shenoy:
A framework for relating neural activity to freely moving behavior. EMBC 2012: 2736-2739 - [c21]Benjamin R. Cowley, Matthew T. Kaufman, Mark M. Churchland, Stephen I. Ryu, Krishna V. Shenoy, Byron M. Yu:
DataHigh: Graphical user interface for visualizing and interacting with high-dimensional neural activity. EMBC 2012: 4607-4610 - 2011
- [j8]Stephen O'Driscoll, Krishna V. Shenoy, Teresa H. Meng:
Adaptive Resolution ADC Array for an Implantable Neural Sensor. IEEE Trans. Biomed. Circuits Syst. 5(2): 120-130 (2011) - [j7]Vikash Gilja, Cindy A. Chestek, Ilka Diester, Jaimie M. Henderson, Karl Deisseroth, Krishna V. Shenoy:
Challenges and Opportunities for Next-Generation Intracortically Based Neural Prostheses. IEEE Trans. Biomed. Eng. 58(7): 1891-1899 (2011) - [c20]Paul Nuyujukian, Joline M. Fan, Vikash Gilja, Paul S. Kalanithi, Cindy A. Chestek, Krishna V. Shenoy:
Monkey models for brain-machine interfaces: The need for maintaining diversity. EMBC 2011: 1301-1305 - [c19]Biljana Petreska, Byron M. Yu, John P. Cunningham, Gopal Santhanam, Stephen I. Ryu, Krishna V. Shenoy, Maneesh Sahani:
Dynamical segmentation of single trials from population neural data. NIPS 2011: 756-764 - [c18]Jakob H. Macke, Lars Buesing, John P. Cunningham, Byron M. Yu, Krishna V. Shenoy, Maneesh Sahani:
Empirical models of spiking in neural populations. NIPS 2011: 1350-1358 - [c17]Julie Dethier, Paul Nuyujukian, Chris Eliasmith, Terrence C. Stewart, Shauki A. Elasaad, Krishna V. Shenoy, Kwabena Boahen:
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm. NIPS 2011: 2213-2221 - 2010
- [j6]Henrique Miranda, Vikash Gilja, Cindy A. Chestek, Krishna V. Shenoy, Teresa H. Meng:
HermesD: A High-Rate Long-Range Wireless Transmission System for Simultaneous Multichannel Neural Recording Applications. IEEE Trans. Biomed. Circuits Syst. 4(3): 181-191 (2010)
2000 – 2009
- 2009
- [j5]John P. Cunningham, Vikash Gilja, Stephen I. Ryu, Krishna V. Shenoy:
Methods for estimating neural firing rates, and their application to brain-machine interfaces. Neural Networks 22(9): 1235-1246 (2009) - [c16]Henrique Miranda, Vikash Gilja, Cynthia A. Chestek, Krishna V. Shenoy, Teresa H. Meng:
A High-rate Long-range Wireless Transmission System for Multichannel Neural Recording Applications. ISCAS 2009: 1265-1268 - 2008
- [j4]Paul Sajda, Klaus-Robert Müller, Krishna V. Shenoy:
Brain-Computer Interfaces [from the guest editors]. IEEE Signal Process. Mag. 25(1): 16-17 (2008) - [j3]Michael D. Linderman, Gopal Santhanam, Caleb T. Kemere, Vikash Gilja, Stephen O'Driscoll, Byron M. Yu, Afsheen Afshar, Stephen I. Ryu, Krishna V. Shenoy, Teresa H. Meng:
Signal Processing Challenges for Neural Prostheses. IEEE Signal Process. Mag. 25(1): 18-28 (2008) - [c15]Gopal Santhanam, Byron M. Yu, Vikash Gilja, Stephen I. Ryu, Afsheen Afshar, Maneesh Sahani, Krishna V. Shenoy:
A factor-analysis decoder for high-performance neural prostheses. ICASSP 2008: 5208-5211 - [c14]John P. Cunningham, Krishna V. Shenoy, Maneesh Sahani:
Fast Gaussian process methods for point process intensity estimation. ICML 2008: 192-199 - [c13]Reid R. Harrison, Ryan J. Kier, Bradley Greger, Florian Solzbacher, Cynthia A. Chestek, Vikash Gilja, Paul Nuyujukian, Stephen I. Ryu, Krishna V. Shenoy:
Wireless neural signal acquisition with single low-power integrated circuit. ISCAS 2008: 1748-1751 - [c12]Cynthia A. Chestek, Vikash Gilja, Paul Nuyujukian, Stephen I. Ryu, Krishna V. Shenoy, Ryan J. Kier:
HermesC: RF wireless low-power neural recording system for freely behaving primates. ISCAS 2008: 1752-1755 - [c11]Byron M. Yu, John P. Cunningham, Gopal Santhanam, Stephen I. Ryu, Krishna V. Shenoy, Maneesh Sahani:
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity. NIPS 2008: 1881-1888 - 2007
- [j2]Gopal Santhanam, Michael D. Linderman, Vikash Gilja, Afsheen Afshar, Stephen I. Ryu, Teresa H. Meng, Krishna V. Shenoy:
HermesB: A Continuous Neural Recording System for Freely Behaving Primates. IEEE Trans. Biomed. Eng. 54(11): 2037-2050 (2007) - [c10]Byron M. Yu, John P. Cunningham, Krishna V. Shenoy, Maneesh Sahani:
Neural Decoding of Movements: From Linear to Nonlinear Trajectory Models. ICONIP (1) 2007: 586-595 - [c9]John P. Cunningham, Byron M. Yu, Krishna V. Shenoy, Maneesh Sahani:
Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes. NIPS 2007: 329-336 - 2006
- [c8]Thomas T. Lee, Ofer Levi, Jianhua Cang, Megumi Kaneko, Michael P. Stryker, Stephen J. Smith, Krishna V. Shenoy, James S. Harris:
Integrated Semiconductor Optical Sensors for Chronic, Minimally-Invasive Imaging of Brain Function. EMBC 2006: 1025-1028 - [c7]Michael D. Linderman, Vikash Gilja, Gopal Santhanam, Afsheen Afshar, Stephen I. Ryu, Teresa H. Meng, Krishna V. Shenoy:
An Autonomous, Broadband, Multi-channel Neural Recording System for Freely Behaving Primates. EMBC 2006: 1212-1215 - [c6]John P. Cunningham, Byron M. Yu, Krishna V. Shenoy:
Optimal Target Placement for Neural Communication Prostheses. EMBC 2006: 2912-2915 - [c5]Michael D. Linderman, Vikash Gilja, Gopal Santhanam, Afsheen Afshar, Stephen I. Ryu, Teresa H. Meng, Krishna V. Shenoy:
Neural Recording Stability of Chronic Electrode Arrays in Freely Behaving Primates. EMBC 2006: 4387-4391 - [c4]Vikash Gilja, Michael D. Linderman, Gopal Santhanam, Afsheen Afshar, Stephen I. Ryu, Teresa H. Meng, Krishna V. Shenoy:
Multiday Electrophysiological Recordings from Freely Behaving Primates. EMBC 2006: 5643-5646 - [c3]Krishna V. Shenoy, Teresa H. Santhanam, Stephen I. Ryu, Afsheen Afshar, Byron M. Yu, Vikash Gilja, Michael D. Linderman, Rachel S. Kalmar, John P. Cunningham, Caleb T. Kemere, Aaron P. Batista, Mark M. Churchland, Teresa H. Meng:
Increasing the Performance of Cortically-Controlled Prostheses. EMBC (Supplement) 2006: 6652-6656 - [c2]Stephen O'Driscoll, Teresa H. Meng, Krishna V. Shenoy, Caleb Kemere:
Neurons to Silicon: Implantable Prosthesis Processor. ISSCC 2006: 2248-2257 - 2005
- [c1]Byron M. Yu, Afsheen Afshar, Gopal Santhanam, Stephen I. Ryu, Krishna V. Shenoy, Maneesh Sahani:
Extracting Dynamical Structure Embedded in Neural Activity. NIPS 2005: 1545-1552 - 2004
- [j1]Caleb Kemere, Krishna V. Shenoy, Teresa H. Meng:
Model-based neural decoding of reaching movements: a maximum likelihood approach. IEEE Trans. Biomed. Eng. 51(6): 925-932 (2004)
1990 – 1999
- 1995
- [b1]Krishna V. Shenoy:
Monolithic optoelectronic VLSI circuit design and fabrication for optical interconnects. Massachusetts Institute of Technology, Cambridge, MA, USA, 1995
Coauthor Index
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