Presentation | 2018-11-23 Digital Spiking Neural Net and approximation of spike-train Hiroaki Uchida, Toshimichi Saito, |
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PDF Download Page | PDF download Page Link |
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 |
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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 |
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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) |