E3NE: An End-to-End Framework for Accelerating Spiking Neural Networks With Emerging Neural Encoding on FPGAs

Compiler frameworks are crucial for the widespread use of FPGA-based deep learning accelerators. They allow researchers and developers, who are not familiar with hardware engineering, to harness the performance attained by domain-specific logic. There exists a variety of frameworks for conventional...

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Veröffentlicht in:IEEE transactions on parallel and distributed systems 2022-11, Vol.33 (11), p.3207-3219
Hauptverfasser: Gerlinghoff, Daniel, Wang, Zhehui, Gu, Xiaozhe, Goh, Rick Siow Mong, Luo, Tao
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Sprache:eng
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