Dmitri B. Chklovskii
13 papers · 2009–2023 · 2 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Diamond π£ Hot Topic Early Bird
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Keyword Champion
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Topic Evolution
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Trend Setter
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Renaissance Researcher
(9)
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Century Club Β· Bronze
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Keyword Collector
(91)
Venues
Top co-authors
Research topics
Interdisciplinary
(10)
Machine Learning
(10)
Core Methods
(9)
Cognitive Science
(7)
Science
(7)
Artificial Intelligence
(5)
Core AI
(5)
Optimization & Theory
(5)
Mathematics & Optimization
(4)
Computer Vision
(3)
Learning Types
(3)
Computer Science
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Analysis
(2)
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
NeurIPS 2023
Biological Learning of Irreducible Representations of Commuting Transformations
NeurIPS 2022
Bridging the Gap: Point Clouds for Merging Neurons in Connectomics
MIDL 2022
Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy
NeurIPS 2022
A Normative and Biologically Plausible Algorithm for Independent Component Analysis
NeurIPS 2021
Neural optimal feedback control with local learning rules
NeurIPS 2021
A Biologically Plausible Neural Network for Slow Feature Analysis
NeurIPS 2020
A simple normative network approximates local non-Hebbian learning in the cortex
NeurIPS 2020
A lattice filter model of the visual pathway
NeurIPS 2012
A mechanistic model of early sensory processing based on subtracting sparse representations
NeurIPS 2012
Neuronal Spike Generation Mechanism as an Oversampling, Noise-shaping A-to-D converter
NeurIPS 2012
Over-complete representations on recurrent neural networks can support persistent percepts
NeurIPS 2010
Reconstruction of Sparse Circuits Using Multi-neuronal Excitation (RESCUME)
NeurIPS 2009