Siavash Golkar

6 papers · 2020–2024 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (16) 🌈 Renaissance Researcher (6)

Venues

NeurIPS (6)

Top co-authors

Dmitri B. Chklovskii (5) David Lipshutz (3) Anirvan Sengupta (3) Tiberiu Tesileanu (3) Alexander Genkin (2) Yanis Bahroun (2) Geraud Krawezik (1) Miles Cranmer (1) Kyunghyun Cho (1) Michael McCabe (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Interdisciplinary (3) Core Methods (3) Learning Types (3) Core AI (2) Optimization & Theory (2) Science (2) Computer Science (1) Computer Vision (1) Deep Learning (1) Reinforcement Learning (1) Robotics (1) Architectures (1) Cognitive Science (1)

Keywords

neural network (4) biological plausibility (2) representation learning (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 NeurIPS 2024 Biological Learning of Irreducible Representations of Commuting Transformations NeurIPS 2022 Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy NeurIPS 2022 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