Implementation of BP neural network acceleration based on FPGA

Jun Yang; Wei Chen; YaFeng Wang

doi:10.1117/12.2657149

28 November 2022 Implementation of BP neural network acceleration based on FPGA

Jun Yang, Wei Chen, YaFeng Wang

Proceedings Volume 12503, International Conference on Network Communication and Information Security (ICNCIS 2022); 125030K (2022) https://doi.org/10.1117/12.2657149
Event: International Conference on Network Communication and Information Security (ICNCIS 2022), 2022, Qingdao, China

Abstract

In order to realize the real-time requirement of BP neural network, this paper designs the hardware of BP neural network based on FPGA technology, in order to better play the performance of its neural network.

Citation Download Citation

Jun Yang, Wei Chen, and YaFeng Wang "Implementation of BP neural network acceleration based on FPGA", Proc. SPIE 12503, International Conference on Network Communication and Information Security (ICNCIS 2022), 125030K (28 November 2022); https://doi.org/10.1117/12.2657149

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