Michael Buice

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 · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

NeurIPS (4)

Top co-authors

Jianghong Shi (2) Eric Shea-Brown (2) Andrei Barbu (1) Boris Katz (1) Gabriel Ocker (1) Colin Conwell (1) David Mayo (1) George Alvarez (1)

Research topics

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

Keywords

visual cortex (2) tensor decomposition (1) hierarchical representation (1) brain imaging (1) synaptic plasticity (1) singular value decomposition (1) neural representation (1) convolutional neural network (1) deep neural network (1) learning dynamics (1) model benchmarking (1) deep linear network (1) representational similarity analysis (1) neural regression (1) parallel pathway (1) learning rule (1) feature concentration (1) nonlinear hebbian learning (1) higher-order correlation (1) feature specialization (1)

Papers

Learning dynamics of deep linear networks with multiple pathways NeurIPS 2022 Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex NeurIPS 2021 Tensor decompositions of higher-order correlations by nonlinear Hebbian plasticity NeurIPS 2021 Comparison Against Task Driven Artificial Neural Networks Reveals Functional Properties in Mouse Visual Cortex NeurIPS 2019