Dmitri B. Chklovskii
13 papers · 2009–2023 · 2 conferences · across top CS/AI conferences
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Conferences
NIPS (12)
MIDL (1)
Top co-authors
Research topics
Keywords
neural network
(5)
synaptic plasticity
(3)
neural encoding
(2)
biological plausibility
(2)
hebbian learning
(2)
representation learning
(2)
receptive field
(2)
predictive coding
(2)
sensory processing
(2)
feature extraction
(1)
analog-to-digital conversion
(1)
visual cortex
(1)
motor control
(1)
independent component analysis
(1)
sparse recovery
(1)
policy gradient
(1)
neural mechanisms
(1)
compressive sensing
(1)
blind source separation
(1)
time series
(1)
Papers
Adaptive whitening with fast gain modulation and slow synaptic plasticity
NIPS 2023
Biological Learning of Irreducible Representations of Commuting Transformations
NIPS 2022
Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy
NIPS 2022
Bridging the Gap: Point Clouds for Merging Neurons in Connectomics
MIDL 2022
Neural optimal feedback control with local learning rules
NIPS 2021
A Normative and Biologically Plausible Algorithm for Independent Component Analysis
NIPS 2021
A Biologically Plausible Neural Network for Slow Feature Analysis
NIPS 2020
A simple normative network approximates local non-Hebbian learning in the cortex
NIPS 2020
A mechanistic model of early sensory processing based on subtracting sparse representations
NIPS 2012
Neuronal Spike Generation Mechanism as an Oversampling, Noise-shaping A-to-D converter
NIPS 2012
A lattice filter model of the visual pathway
NIPS 2012
Over-complete representations on recurrent neural networks can support persistent percepts
NIPS 2010
Reconstruction of Sparse Circuits Using Multi-neuronal Excitation (RESCUME)
NIPS 2009