Krishna V. Shenoy
8 papers · 2007–2023 · 1 venue · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (35) π Academic Marathon Β· Full π§ Keyword Pioneer
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Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Healthcare & Medicine
(6)
Interdisciplinary
(6)
Science
(6)
Bayesian & Probabilistic Β· Machine Learning
(5)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
Optimization & Theory
(5)
Research
(5)
Deep Learning
(4)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Core AI
(3)
Learning Types Β· Deep Learning
(3)
Clinical
(2)
Keywords
neural population
(3)
gaussian process
(3)
point process
(2)
continual learning
(2)
linear dynamical system
(2)
firing rate
(2)
spiking activity
(2)
generalized linear model
(2)
neural decoder
(2)
neural spike train
(2)
real-time control
(1)
gaussian processes
(1)
network dynamics
(1)
brain-computer interface
(1)
neuromorphic computing
(1)
online learning
(1)
factor analysis
(1)
single trial analysis
(1)
statistical model
(1)
statistical modeling
(1)
Papers
Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication
NeurIPS 2023
Organizing recurrent network dynamics by task-computation to enable continual learning
NeurIPS 2020
High-dimensional neural spike train analysis with generalized count linear dynamical systems
NeurIPS 2015
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm
NeurIPS 2011
Dynamical segmentation of single trials from population neural data
NeurIPS 2011
Empirical models of spiking in neural populations
NeurIPS 2011
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity
NeurIPS 2008
Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes
NeurIPS 2007