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Blake A. Richards

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Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules

Jun 02, 2022
Yuhan Helena Liu, Arna Ghosh, Blake A. Richards, Eric Shea-Brown, Guillaume Lajoie

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A Generalized Bootstrap Target for Value-Learning, Efficiently Combining Value and Feature Predictions

Jan 05, 2022
Anthony GX-Chen, Veronica Chelu, Blake A. Richards, Joelle Pineau

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CCN GAC Workshop: Issues with learning in biological recurrent neural networks

May 12, 2021
Luke Y. Prince, Ellen Boven, Roy Henha Eyono, Arna Ghosh, Joe Pemberton, Franz Scherr, Claudia Clopath, Rui Ponte Costa, Wolfgang Maass, Blake A. Richards, Cristina Savin, Katharina Anna Wilmes

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Spike-based causal inference for weight alignment

Oct 03, 2019
Jordan Guerguiev, Konrad P. Kording, Blake A. Richards

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Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures

Jul 12, 2018
Sergey Bartunov, Adam Santoro, Blake A. Richards, Geoffrey E. Hinton, Timothy Lillicrap

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