Krishna V. Shenoy
8 papers · 2007–2023 · 1 conference · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π Cross-Pollinator (15) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π
Academic Marathon
(16)
π
Keyword Champion
π
Trend Setter
ποΈ
Keyword Collector
(71)
Conferences
NIPS (8)
Top co-authors
Keywords
gaussian process
(3)
neural spike train
(2)
neural population
(2)
continual learning
(2)
spiking activity
(2)
generalized linear model
(2)
linear dynamical system
(2)
variational inference
(1)
real-time control
(1)
dimensionality reduction
(1)
network dynamics
(1)
brain-computer interface
(1)
gaussian processes
(1)
neural prosthesis
(1)
neuromorphic computing
(1)
online learning
(1)
gaussian process regression
(1)
statistical model
(1)
point process
(1)
statistical modeling
(1)
Papers
Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication
NIPS 2023
Organizing recurrent network dynamics by task-computation to enable continual learning
NIPS 2020
High-dimensional neural spike train analysis with generalized count linear dynamical systems
NIPS 2015
Empirical models of spiking in neural populations
NIPS 2011
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm
NIPS 2011
Dynamical segmentation of single trials from population neural data
NIPS 2011
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity
NIPS 2008
Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes
NIPS 2007