Dedicated Inference Engine and Binary-Weight Neural Networks for Lightweight Instance Segmentation

Reducing computational costs is an important issue for development of embedded systems. Binary-weight Neural Networks (BNNs), in which weights are binarized and activations are quantized, are employed to reduce computational costs of various kinds of applications. In this paper, a design methodology...

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Hauptverfasser:	Chen, Tse-Wei, Tao, Wei, Zhao, Dongyue, Mima, Kazuhiro, Ito, Tadayuki, Osa, Kinya, Kato, Masami
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Hardware Architecture
Online-Zugang:	Volltext bestellen
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