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Convolution Neural Network Development Support System using Approximation Methods to Evaluate Inference Accuracy and Memory Usage in an Embedded System

Published • Aug 1, 2019
Authors:
Toki Matsumoto
,
Yukikazu Nakamoto
,
Ryota Yamamoto

Abstract

Convolution neural networks have become widely used in embedded systems such as automatic driving systems. In these cases, inference functions in convolution neural networks are implemented due to resource limitation in embedded systems. Field-programmable gate array implementation is preferable bec...

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