Search Results for author: Leonardo Chang-Fernandez

Found 1 papers, 1 papers with code

A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks

1 code implementation11 Apr 2021 Cuauhtemoc Daniel Suarez-Ramirez, Miguel Gonzalez-Mendoza, Leonardo Chang-Fernandez, Gilberto Ochoa-Ruiz, Mario Alberto Duran-Vega

Current techniques for weight-updating use the same approaches as traditional Neural Networks (NNs) with the extra requirement of using an approximation to the derivative of the sign function - as it is the Dirac-Delta function - for back-propagation; thus, efforts are focused adapting full-precision techniques to work on BNNs.

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