Presentation 2018-11-23
Digital Spiking Neural Net and approximation of spike-train
Hiroaki Uchida, Toshimichi Saito,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) This paper considers a ring-coupled digital spiking neural network and its hardware implementation. Depending on parameters, the network can realize multi-phase synchronization of periodic spike-trains. Applying a time dependent selection switching, the network outputs a variety of periodic spike-trains. Applying a dynamic WTA switching rule, a target spike-train can be approximated automatically. The network is a digital dynamical system and is suitable for FPGA based hardware implementation. A test circuit is implemented in a FPGA board by the Verilog and typical multi-phase synchronization phenomena are confirmed experimentally.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) spiking neuron / synchronization / time series approximation
Paper # CCS2018-44
Date of Issue 2018-11-15 (CCS)

Conference Information
Committee CCS
Conference Date 2018/11/22(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Kobe Univ.
Topics (in Japanese) (See Japanese page)
Topics (in English) Interaction and Communication, etc.
Chair Mikio Hasegawa(Tokyo Univ. of Science)
Vice Chair Makoto Naruse(NICT) / Shigeki Shiokawa(Kanagawa Inst. of Tech.)
Secretary Makoto Naruse(Tokyo City Univ.) / Shigeki Shiokawa(Hiroshima City Univ.)
Assistant Yusuke Kawakita(Kanagawa Inst. of Tech.) / Hiroyasu Ando(Tsukuba Univ.) / Takashi Matsubara(Kobe Univ.) / Ryo Takahashi(AUT)

Paper Information
Registration To Technical Committee on Complex Communication Sciences
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Digital Spiking Neural Net and approximation of spike-train
Sub Title (in English)
Keyword(1) spiking neuron
Keyword(2) synchronization
Keyword(3) time series approximation
1st Author's Name Hiroaki Uchida
1st Author's Affiliation Hosei University(HU)
2nd Author's Name Toshimichi Saito
2nd Author's Affiliation Hosei University(HU)
Date 2018-11-23
Paper # CCS2018-44
Volume (vol) vol.118
Number (no) CCS-316
Page pp.pp.61-65(CCS),
#Pages 5
Date of Issue 2018-11-15 (CCS)