Search Results for author: Roozbeh Farhoodi

Found 3 papers, 0 papers with code

PDE constraints on smooth hierarchical functions computed by neural networks

no code implementations18 May 2020 Khashayar Filom, Konrad Paul Kording, Roozbeh Farhoodi

Our approach is a step toward formulating an algebraic description of functional spaces associated with specific neural networks, and may provide new, useful tools for constructing neural networks.

On functions computed on trees

no code implementations4 Apr 2019 Roozbeh Farhoodi, Khashayar Filom, Ilenna Simone Jones, Konrad Paul Kording

Any function can be constructed using a hierarchy of simpler functions through compositions.

The Roles of Supervised Machine Learning in Systems Neuroscience

no code implementations21 May 2018 Joshua I. Glaser, Ari S. Benjamin, Roozbeh Farhoodi, Konrad P. Kording

Over the last several years, the use of machine learning (ML) in neuroscience has been rapidly increasing.

BIG-bench Machine Learning

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