Support Tool for the Combined Software/Hardware Design of On-Chip ELM Training for SLFF Neural Networks.
IEEE Transactions on Industrial Informatics(2016)
摘要
Typically, hardware implemented neural networks are trained before implementation. Extreme learning machine (ELM) is a noniterative training method for single-layer feed-forward (SLFF) neural networks well suited for hardware implementation. It provides fixed-time learning and simplifies retraining of a neural network once implemented, which is very important in applications demanding on-chip trai...
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关键词
Hardware,Training,Biological neural networks,Topology,Software tools,System-on-chip
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