| Presentation | 2017-06-24 Synchronization and stability of digital spiking neurons Hiroaki Uchida, Tomoki Hamaguchi, Toshimichi Saito, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The digital spiking neuron(DSN) is constructed by two shift-resistors connected by a wiring. Depending on the wiring pattern, the DSN can generate a variety of periodic spike-trains. The spike-trains are applicable to image segmentation, spike-based communication, and so on. This paper introduces basic dynamics of the DSN andpresents a ring-coupled system of the DSN. The coupled system can exhibit in-phase and multi-phase synchronization phenomena. Using typical example of the coupled systems, verilog simulation is performed and synchronization phenomena are confirmed. Stability of the synchronization phenomena is also considered. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Spiking neurons / Shift registers / Synchronization |
| Paper # | NC2017-15 |
| Date of Issue | 2017-06-16 (NC) |
| Conference Information | |
| Committee | NC / IPSJ-BIO / IBISML / IPSJ-MPS |
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| Conference Date | 2017/6/23(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Institute of Science and Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Machine Learning Approach to Biodata Mining, and General |
| Chair | Masafumi Hagiwara(Keio Univ.) / / Kenji Fukumizu(ISM) |
| Vice Chair | Yutaka Hirata(Chubu Univ.) / / Masashi Sugiyama(Univ. of Tokyo) |
| Secretary | Yutaka Hirata(Tokyo Inst. of Tech.) / (Nagoya Univ.) / Masashi Sugiyama / (Kyoto Univ.) |
| Assistant | Yoshihisa Shinozawa(Keio Univ.) / Keiichiro Inagaki(Chubu Univ.) / / Ichiro Takeuchi(Nagoya Inst. of Tech.) / Toshihiro Kamishima(AIST) |
| Paper Information | |
| Registration To | Technical Committee on Neurocomputing / Special Interest Group on Bioinformatics and Genomics / Technical Committee on Infomation-Based Induction Sciences and Machine Learning / Special Interest Group on Mathematical Modeling and Problem Solving |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Synchronization and stability of digital spiking neurons |
| Sub Title (in English) | |
| Keyword(1) | Spiking neurons |
| Keyword(2) | Shift registers |
| Keyword(3) | Synchronization |
| 1st Author's Name | Hiroaki Uchida |
| 1st Author's Affiliation | Hosei University(Hosei Univ.) |
| 2nd Author's Name | Tomoki Hamaguchi |
| 2nd Author's Affiliation | Hosei University(Hosei Univ.) |
| 3rd Author's Name | Toshimichi Saito |
| 3rd Author's Affiliation | Hosei University(Hosei Univ.) |
| Date | 2017-06-24 |
| Paper # | NC2017-15 |
| Volume (vol) | vol.117 |
| Number (no) | NC-109 |
| Page | pp.pp.105-108(NC), |
| #Pages | 4 |
| Date of Issue | 2017-06-16 (NC) |