Theoretical and Heuristic Synthesis of Digital Spiking Neurons for Spike-Pattern-Division Multiplexing

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概要

• 論文の詳細を見る

• A digital spiking neuron is a wired system of shift registers that can generate spike-trains having various spike patterns by adjusting the wiring pattern between the registers. Inspired by the ultra-wideband impulse radio, a novel theoretical synthesis method of the neuron for application to spike-pattern division multiplex communications in an artificial pulse-coupled neural network is presented. Also, a novel heuristic learning algorithm of the neuron for realization of better communication performances is presented. In addition, fundamental comparisons to existing impulse radio sequence design methods are given.

• （社）電子情報通信学会の論文
• 2010-08-01

著者

• Hirata Akira

  Fujitsu Limited

• Torikai Hiroyuki

  Department Of Systems Innovation Graduate School Of Engineering Science Osaka University

• Torikai Hiroyuki

  Department Of Electronics Electrical And Computer Engineering Hosei University

• IGUCHI Tetsuro

  Department of Systems Innovation, Graduate School of Engineering Science, Osaka University

• Iguchi Tetsuro

  Department Of Systems Innovation Graduate School Of Engineering Science Osaka University

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