Real Value Input and Output of Pulsed Neuron Model without Multiplier

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  • 乗算器が不要なパルスニューロンモデルの実数値入出力
  • ジョウザンキ ガ フヨウ ナ パルスニューロンモデル ノ ジッスウチ ニュウシュツリョク

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Abstract

This paper describes an experimental result of a pulsed neuron model without multiplier for digital circuit. Iwata et al. proposed a pulsed neuron model for digital circuit, and succeeded in decreasing circuit scale without using multiplier in execution process. However, a multiplier is used in learning process and some circuit scale was required. Hosoi et al. proposed a learning rule of the pulsed neuron model without multiplier in learning process. And we report performances of the proposed method for real value input and output by computer simulation.

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