Siavash Golkar
6 papers · 2020–2024 · 1 conference · across top CS/AI conferences
Achievements
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π Renaissance Researcher (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (6)
Top co-authors
Research topics
Keywords
neural network
(4)
representation learning
(2)
biological plausibility
(2)
principal component analysis
(1)
computer vision
(1)
policy gradient
(1)
visual cortex
(1)
motor control
(1)
irreducible representations
(1)
time series
(1)
neural mechanisms
(1)
kalman filter
(1)
hebbian learning
(1)
canonical correlation analysis
(1)
synaptic plasticity
(1)
singular value decomposition
(1)
synaptic learning
(1)
slow feature analysis
(1)
latent feature learning
(1)
biologically plausible
(1)
Papers
Multiple Physics Pretraining for Spatiotemporal Surrogate Models
NIPS 2024
Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy
NIPS 2022
Biological Learning of Irreducible Representations of Commuting Transformations
NIPS 2022
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 Biologically Plausible Neural Network for Slow Feature Analysis
NIPS 2020