FPGA Accelerator Design for Hybrid Precision Frequency Domain Convolutional Neural Network

Deep Convolutional Neural Network(CNN) have large models and high computational complexity, making their deployment in Programmable Gate Array(FPGA) with limited hardware resources difficult. Hybrid precision CNNs can provide an effective trade-off between model size and accuracy, thus providing an...

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Hlavní autor:	Yi CHEN, Bosheng LIU, Yongqi XU, Jigang WU
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Editorial Office of Computer Engineering 2023-12-01
Edice:	Jisuanji gongcheng
Témata:	convolutional neural network(cnn)|hardware accelerator|frequency domain|hybrid precision|field programmable gate array(fpga)
On-line přístup:	https://www.ecice06.com/fileup/1000-3428/PDF/20231201.pdf
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