| Presentation | 2012-11-17 Basic Feature Quantity and Analysis of Digital Spike Phase Maps Narutoshi HORIMOTO, Toshimichi SAITO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper studies digital spike maps that can output various digital spike-trains. The maps can generate a variety of digital spike-trains depending on parameters and initial values. As a preparation to analyze the rich dynamics, we define basic feature quantity of the dynamics such as the number of periodic spike-trains and maximum number of transient mappings to a steady state. We analyze a typical example of the digital spike maps given by discretizing the bifurcating neuron. Analysis and classification of digital spike-trains are important not only as basic study but also for engineering applications. The digital spike map is a mapping from a set of lattice points to itself and is a simple digital dynamical systems. Our results may contribute to the develop a novel dynamical system theory. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | spiking neurons / digital spike-trains |
| Paper # | NC2012-73 |
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| Committee | NC |
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| Conference Date | 2012/11/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Basic Feature Quantity and Analysis of Digital Spike Phase Maps |
| Sub Title (in English) | |
| Keyword(1) | spiking neurons |
| Keyword(2) | digital spike-trains |
| 1st Author's Name | Narutoshi HORIMOTO |
| 1st Author's Affiliation | Faculty of Science and Engineering, Department of Electrical and Electronics Engineering, Hosei University() |
| 2nd Author's Name | Toshimichi SAITO |
| 2nd Author's Affiliation | Faculty of Science and Engineering, Department of Electrical and Electronics Engineering, Hosei University |
| Date | 2012-11-17 |
| Paper # | NC2012-73 |
| Volume (vol) | vol.112 |
| Number (no) | 298 |
| Page | pp.pp.- |
| #Pages | 4 |
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