Krishna V. Shenoy

ORCID

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 24

Top Venues

EMBC

IEEE Trans. Biomed. Eng.

NER

CoRR

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Chaofei Fan, Nick Hahn, Foram Kamdar, Donald T. Avansino, Guy H. Wilson, Leigh R. Hochberg, Krishna V. Shenoy, Jaimie M. Henderson, Francis R. Willett
Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication. CoRR (2023)
Chaofei Fan, Nick Hahn, Foram Kamdar, Donald T. Avansino, Guy H. Wilson, Leigh R. Hochberg, Krishna V. Shenoy, Jaimie M. Henderson, Francis R. Willett
Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication. NeurIPS (2023)
Nishal P. Shah, Matthew S. Willsey, Nick Hahn, Foram Kamdar, Donald T. Avansino, Leigh R. Hochberg, Krishna V. Shenoy, Jaimie M. Henderson
A brain-computer typing interface using finger movements. NER (2023)
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)
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)
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) (2021)
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) (2021)
Felix Pei, Joel Ye, David L. 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 (2021)
Lea Duncker, Laura Driscoll, Krishna V. Shenoy, Maneesh Sahani, David Sussillo
Organizing recurrent network dynamics by task-computation to enable continual learning. NeurIPS (2020)
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)
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) (2018)
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) (2018)
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)
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)
Paul Nuyujukian, Jonathan C. Kao, Stephen I. Ryu, Krishna V. Shenoy
A Nonhuman Primate Brain-Computer Typing Interface. Proc. IEEE 105 (1) (2017)
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) (2017)
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)
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)
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)
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)
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)
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) (2015)
Yuanjun Gao, Lars Buesing, Krishna V. Shenoy, John P. Cunningham
High-dimensional neural spike train analysis with generalized count linear dynamical systems. NIPS (2015)
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)
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) (2014)
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)
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)
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)
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)
Krishna V. Shenoy, Cynthia A. Chestek
Neural Prosthetics. Scholarpedia 7 (3) (2012)
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) (2012)
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)
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) (2012)
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)
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)
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)
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) (2011)
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) (2011)
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)
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) (2010)
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)
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) (2009)
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) (2008)
Paul Sajda, Klaus-Robert Müller, Krishna V. Shenoy
Brain-Computer Interfaces [from the guest editors]. IEEE Signal Process. Mag. 25 (1) (2008)
John P. Cunningham, Krishna V. Shenoy, Maneesh Sahani
Fast Gaussian process methods for point process intensity estimation. ICML (2008)
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)
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)
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)
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)
Byron M. Yu, John P. Cunningham, Krishna V. Shenoy, Maneesh Sahani
Neural Decoding of Movements: From Linear to Nonlinear Trajectory Models. ICONIP (1) (2007)
John P. Cunningham, Byron M. Yu, Krishna V. Shenoy, Maneesh Sahani
Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes. NIPS (2007)
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) (2007)
John P. Cunningham, Byron M. Yu, Krishna V. Shenoy
Optimal Target Placement for Neural Communication Prostheses. EMBC (2006)
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)
Stephen O'Driscoll, Teresa H. Meng, Krishna V. Shenoy, Caleb Kemere
Neurons to Silicon: Implantable Prosthesis Processor. ISSCC (2006)
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)
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)
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)
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)
Byron M. Yu, Afsheen Afshar, Gopal Santhanam, Stephen I. Ryu, Krishna V. Shenoy, Maneesh Sahani
Extracting Dynamical Structure Embedded in Neural Activity. NIPS (2005)
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) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Krishna V. Shenoy