SimuNN: A Pre-RTL Inference, Simulation and Evaluation Framework for Neural Networks
IEEE Journal on Emerging and Selected Topics in Circuits and Systems(2020)
摘要
Neural networks have been widely deployed in a number of applications due to their strong learning and feature extraction ability. To meet the ever increasing accuracy requirements from various applications, neural network models have become more complicated and diversified by exploiting more layers, larger model size, and more diverse functions. As a result, the design of application specified ha...
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关键词
Hardware,Neural networks,Parallel processing,Computer architecture,Organizations,Kernel,Circuits and systems
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