Friedrich T. Sommer

2 papers · 2019–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver

Venues

JMLR (1) NeurIPS (1)

Top co-authors

Denis Kleyko (1) Jesse A. Livezey (1) E. Paxon Frady (1) Bruno A. Olshausen (1) Sonia Mazelet (1) Alejandro F. Bujan (1) Christopher J. Kymn (1) Anthony Thomas (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Interdisciplinary (1) Knowledge & Reasoning (1) Cognitive Science (1) Core AI (1) Core Methods (1) Learning Types (1) Optimization & Theory (1) Representation (1) Science (1)

Keywords

dictionary learning (1) independent component analysis (1) sparse coding (1) overcomplete representation (1) attractor network (1) spatial representation (1) cognitive map (1) vector binding (1) distributed representation (1) grid cell (1) cognitive mapping (1) hippocampal formation (1) coherence control (1) linear inference (1) entorhinal cortex (1)

Papers

Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps NeurIPS 2024 Learning Overcomplete, Low Coherence Dictionaries with Linear Inference JMLR 2019