Search Results for author: Matthew J. Filipovich

Found 2 papers, 0 papers with code

Scaling Laws Beyond Backpropagation

no code implementations26 Oct 2022 Matthew J. Filipovich, Alessandro Cappelli, Daniel Hesslow, Julien Launay

Alternatives to backpropagation have long been studied to better understand how biological brains may learn.

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Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment

no code implementations12 Nov 2021 Matthew J. Filipovich, Zhimu Guo, Mohammed Al-Qadasi, Bicky A. Marquez, Hugh D. Morison, Volker J. Sorger, Paul R. Prucnal, Sudip Shekhar, Bhavin J. Shastri

There has been growing interest in using photonic processors for performing neural network inference operations; however, these networks are currently trained using standard digital electronics.

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