Less is More: Compression of Deep Neural Networks for adaptation in photonic FPGA circuits
2022 Data Compression Conference (DCC)(2022)
摘要
Photonic circuits pave the way to ultrafast computing and real-time inference of applications with paramount importance, such as imaging flow cytometry (IFC). However, current implementations exhibit inherent restrictions that consequently diminish the neural networks (NNs) complexity that can be supported.
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关键词
photonic FPGA circuits,ultrafast computing,imaging flow cytometry,neural networks complexity,deep neural networks,NN complexity
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