Anirvan Sengupta
6 papers · 2018–2022 · 1 venue · across top CS/AI venues
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Achievements
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🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Venues
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Research topics
Machine Learning
(5)
Interdisciplinary
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Cognitive Science
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Robotics
(1)
Analysis
(1)
Architectures
(1)
Keywords
synaptic plasticity
(2)
biological plausibility
(2)
biological neural network
(2)
neural network
(2)
unsupervised learning
(2)
independent component analysis
(1)
feature extraction
(1)
policy gradient
(1)
motor control
(1)
kalman filter
(1)
hebbian learning
(1)
canonical correlation analysis
(1)
motion detection
(1)
synaptic learning
(1)
predictive coding
(1)
local learning rule
(1)
low-dimensional manifold
(1)
transformation learning
(1)
similarity preservation
(1)
rectifying neuron
(1)
Papers
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 simple normative network approximates local non-Hebbian learning in the cortex
NeurIPS 2020
A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit
NeurIPS 2019
Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks
NeurIPS 2018