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Matthew Golub

3 papers · 2013–2019 · 2 venues · 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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๐ŸŒ Conference Polyglot ยท Bronze ๐Ÿƒ Academic Marathon ยท Sprint ๐Ÿš€ Conference Pioneer

Venues

NeurIPS (2) ICML (1)

Top co-authors

David Sussillo (2) Surya Ganguli (2) Niru Maheswaranathan (2) Alex Williams (2) Byron Yu (1) Steven Chase (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Architectures (2) Core AI (2) Reinforcement Learning (1) Applications (1) Core Methods (1) Methods (1) Optimization & Theory (1)

Keywords

dynamical system (2) recurrent neural network (2) em algorithm (1) sentiment classification (1) canonical correlation analysis (1) brain-machine interface (1) line attractor (1) probabilistic framework (1) fixed point (1) internal dynamics model (1) control demonstration (1) neural dynamics (1) sensory feedback delay (1) natural language processing (1)

Papers

Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics NeurIPS 2019 Universality and individuality in neural dynamics across large populations of recurrent networks NeurIPS 2019 Learning an Internal Dynamics Model from Control Demonstration ICML 2013