EncoDeep
Published in ACM Transactions on Embedded Computing Systems • Jul 7, 2020
Authors:,,
Mohammad Samragh
Mojan Javaheripi
Farinaz Koushanfar
Abstract
This article proposes EncoDeep, an end-to-end framework that facilitates encoding, bitwidth customization, fine-tuning, and implementation of neural networks on FPGA platforms. EncoDeep incorporates nonlinear encoding to the computation flow of neural networks to save memory. The encoded features de...
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