Simone Rossi
Accelerating Convolutional Neural Networks with High-Level Synthesis.
Rel. Luciano Lavagno, Luca Carloni. Politecnico di Torino, Master of science program in Electronic Engineering, 2018
Abstract
With this thesis, we investigate the use of FPGAs as an alternative hardware platform and we propose an architecture for accelerating critical operations (convolutional layers) while maintaining full compatibility with Caffe deep learning framework.
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