Search Results for author: Oren Segal

Found 2 papers, 0 papers with code

AutoML for Multilayer Perceptron and FPGA Co-design

no code implementations14 Sep 2020 Philip Colangelo, Oren Segal, Alex Speicher, Martin Margala

In this work, we develop and test a general multilayer perceptron (MLP) flow that can take arbitrary datasets as input and automatically produce optimized NNAs and hardware designs.

Neural Architecture Search

Evolutionary Cell Aided Design for Neural Network Architectures

no code implementations6 Mar 2019 Philip Colangelo, Oren Segal, Alexander Speicher, Martin Margala

Mathematical theory shows us that multilayer feedforward Artificial Neural Networks(ANNs) are universal function approximators, capable of approximating any measurable function to any desired degree of accuracy.

Efficient Neural Network Image Classification

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