Neuro-Inspired Computing With Emerging Nonvolatile Memorys.
Proceedings of the IEEE(2018)
摘要
This comprehensive review summarizes state of the art, challenges, and prospects of the neuro-inspired computing with emerging nonvolatile memory devices. First, we discuss the demand for developing neuro-inspired architecture beyond today's von-Neumann architecture. Second, we summarize the various approaches to designing the neuromorphic hardware (digital versus analog, spiking versus nonspiking...
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关键词
Nonvolatile memory,Phased arrays,Neurons,Computer architecture,Synapses,Random access memory,Neuromorphics,Neural networks
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