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- W2116981838 abstract "The Neocognitron, inspired by the mammalian visual system, is a complex neural network with numerous parameters and weights which should be trained in order to utilise it for pattern recognition. However, it is not easy to optimise these parameters and weights by gradient decent algorithms. We present a staged training approach using evolutionary algorithms. The experiments demonstrate that evolutionary algorithms can successfully train the Neocognitron to perform image recognition on real world problems." @default.
- W2116981838 created "2016-06-24" @default.
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- W2116981838 date "2003-01-20" @default.
- W2116981838 modified "2023-09-27" @default.
- W2116981838 title "Staged training of Neocognitron by evolutionary algorithms" @default.
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- W2116981838 doi "https://doi.org/10.1109/cec.1999.785515" @default.
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