Yanis Bahroun

4 papers · 2019–2022 · 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 · Bronze 🗺️ Taxonomy Completionist (11) 🏆 Keyword Champion (2)

Venues

NeurIPS (4)

Top co-authors

Anirvan Sengupta (4) Dmitri B. Chklovskii (3) Siavash Golkar (2) Dmitri Chklovskii (1) Tiberiu Tesileanu (1) David Lipshutz (1)

Research topics

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

Keywords

unsupervised learning (2) biological plausibility (2) biological neural network (2) neural network (2) feature extraction (1) hebbian learning (1) canonical correlation analysis (1) synaptic plasticity (1) motion detection (1) synaptic learning (1) biological model (1) predictive coding (1) transformation learning (1) similarity preservation (1) reduced-rank regression (1) normative approach (1) cortical hierarchy (1) learning rule (1) online learning (1) blind source separation (1)

Papers

Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy NeurIPS 2022 A Normative and Biologically Plausible Algorithm for Independent Component Analysis NeurIPS 2021 A simple normative network approximates local non-Hebbian learning in the cortex NeurIPS 2020 A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit NeurIPS 2019