Krishna V. Shenoy

According to our database1, Krishna V. Shenoy authored at least 54 papers between 1995 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Bibliography

2021
Home Use of a Percutaneous Wireless Intracortical Brain-Computer Interface by Individuals With Tetraplegia.
IEEE Trans. Biomed. Eng., 2021

Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity.
CoRR, 2021

2020
Organizing recurrent network dynamics by task-computation to enable continual learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Structure and variability of delay activity in premotor cortex.
PLoS Comput. Biol., 2019

2018
A Comparison of Intention Estimation Methods for Decoder Calibration in Intracortical Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., 2018

Feasibility of Automatic Error Detect-and-Undo System in Human Intracortical Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., 2018

Decoding Speech from Intracortical Multielectrode Arrays in Dorsal "Arm/Hand Areas" of Human Motor Cortex.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Single Neuron Firing Rate Statistics in Motor Cortex During Execution and Observation of Movement.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
A High-Performance Neural Prosthesis Incorporating Discrete State Selection With Hidden Markov Models.
IEEE Trans. Biomed. Eng., 2017

A Nonhuman Primate Brain-Computer Typing Interface.
Proc. IEEE, 2017

Feasibility analysis of genetically-encoded calcium indicators as a neural signal source for all-optical brain-machine interfaces.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

2016
Tensor Analysis Reveals Distinct Population Structure that Parallels the Different Computational Roles of Areas M1 and V1.
PLoS Comput. Biol., 2016

2015
A High-Performance Keyboard Neural Prosthesis Enabled by Task Optimization.
IEEE Trans. Biomed. Eng., 2015

High-dimensional neural spike train analysis with generalized count linear dynamical systems.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

System identification of brain-machine interface control using a cursor jump perturbation.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Design of an implantable artificial dural window for chronic two-photon optical imaging in non-human primates.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Leveraging historical knowledge of neural dynamics to rescue decoder performance as neural channels are lost: "Decoder hysteresis".
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Auto-deleting brain machine interface: Error detection using spiking neural activity in the motor cortex.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Information Systems Opportunities in Brain-Machine Interface Decoders.
Proc. IEEE, 2014

Hybrid decoding of both spikes and low-frequency local field potentials for brain-machine interfaces.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Investigating the role of firing-rate normalization and dimensionality reduction in brain-machine interface robustness.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Neural Prosthetics.
Scholarpedia, 2012

HermesE: A 96-Channel Full Data Rate Direct Neural Interface in 0.13 µm CMOS.
IEEE J. Solid State Circuits, 2012

An L 1-regularized logistic model for detecting short-term neuronal interactions.
J. Comput. Neurosci., 2012

A brain machine interface control algorithm designed from a feedback control perspective.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A framework for relating neural activity to freely moving behavior.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

DataHigh: Graphical user interface for visualizing and interacting with high-dimensional neural activity.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Challenges and Opportunities for Next-Generation Intracortically Based Neural Prostheses.
IEEE Trans. Biomed. Eng., 2011

Adaptive Resolution ADC Array for an Implantable Neural Sensor.
IEEE Trans. Biomed. Circuits Syst., 2011

Dynamical segmentation of single trials from population neural data.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Empirical models of spiking in neural populations.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Monkey models for brain-machine interfaces: The need for maintaining diversity.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
HermesD: A High-Rate Long-Range Wireless Transmission System for Simultaneous Multichannel Neural Recording Applications.
IEEE Trans. Biomed. Circuits Syst., 2010

2009
Methods for estimating neural firing rates, and their application to brain-machine interfaces.
Neural Networks, 2009

A High-rate Long-range Wireless Transmission System for Multichannel Neural Recording Applications.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

2008
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Wireless neural signal acquisition with single low-power integrated circuit.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

HermesC: RF wireless low-power neural recording system for freely behaving primates.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Fast Gaussian process methods for point process intensity estimation.
Proceedings of the Machine Learning, 2008

A factor-analysis decoder for high-performance neural prostheses.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
HermesB: A Continuous Neural Recording System for Freely Behaving Primates.
IEEE Trans. Biomed. Eng., 2007

Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Neural Decoding of Movements: From Linear to Nonlinear Trajectory Models.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

2006
Neurons to Silicon: Implantable Prosthesis Processor.
Proceedings of the 2006 IEEE International Solid State Circuits Conference, 2006

Increasing the Performance of Cortically-Controlled Prostheses.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Neural Recording Stability of Chronic Electrode Arrays in Freely Behaving Primates.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

An Autonomous, Broadband, Multi-channel Neural Recording System for Freely Behaving Primates.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Integrated Semiconductor Optical Sensors for Chronic, Minimally-Invasive Imaging of Brain Function.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Multiday Electrophysiological Recordings from Freely Behaving Primates.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Optimal Target Placement for Neural Communication Prostheses.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Extracting Dynamical Structure Embedded in Neural Activity.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2004
Model-based neural decoding of reaching movements: a maximum likelihood approach.
IEEE Trans. Biomed. Eng., 2004

1995
Monolithic optoelectronic VLSI circuit design and fabrication for optical interconnects.
PhD thesis, 1995


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