A BNN Accelerator Based on Edge-skip-calculation Strategy and Consolidation Compressed Tree

Binarized neural networks (BNNs) and batch normalization (BN) have already become typical techniques in artificial intelligence today. Unfortunately, the massive accumulation and multiplication in BNN models bring challenges to field-programmable gate array (FPGA) implementations, because complex ar...

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Veröffentlicht in:	ACM transactions on reconfigurable technology and systems 2022-09, Vol.15 (3), p.1-20
Hauptverfasser:	Du, Gaoming, Chen, Bangyi, Li, Zhenmin, Tu, Zhenxing, Zhou, Junjie, Wang, Shenya, Zhao, Qinghao, Yin, Yongsheng, Wang, Xiaolei
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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