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Cognitron: A self-organizing multilayered neural network

K. Fukushima

1975 · DOI: 10.1007/BF00342633
Biological cybernetics · 576 Citations

TLDR

A new hypothesis for the organization of synapses between neurons is proposed: “The synapse from neuron x to neuron y is reinforced when x fires provided that no neuron in the vicinity of y is firing stronger than y”, and a new algorithm with which a multilayered neural network is effectively organized can be deduced.

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