Anirvan Sengupta
6 papers · 2018–2022 · 1 conference · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Renaissance Researcher (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (15)
π
Keyword Champion
(2)
π₯
Unstoppable
(5)
Conferences
NIPS (6)
Top co-authors
Keywords
biological plausibility
(2)
synaptic plasticity
(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)
reduced rank regression
(1)
local learning rule
(1)
low-dimensional manifold
(1)
transformation learning
(1)
similarity preservation
(1)
Papers
Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy
NIPS 2022
A Normative and Biologically Plausible Algorithm for Independent Component Analysis
NIPS 2021
Neural optimal feedback control with local learning rules
NIPS 2021
A simple normative network approximates local non-Hebbian learning in the cortex
NIPS 2020
A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit
NIPS 2019
Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks
NIPS 2018