Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions.
IEEE Journal on Emerging and Selected Topics in Circuits and Systems(2018)
摘要
In this paper, we present a survey of recent works in developing neuromorphic or neuro-inspired hardware systems. In particular, we focus on those systems which can either learn from data in an unsupervised or online supervised manner. We present algorithms and architectures developed specially to support on-chip learning. Emphasis is placed on hardware friendly modifications of standard algorithm...
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关键词
Hardware,Neuromorphics,Backpropagation,Biological neural networks,Adaptive systems,Computer architecture,Field programmable analog arrays
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