| Presentation | 2007-03-15 Coding characteristics of A/D converters based on spiking neurons Toshimichi SAITO, Aya TANAKA, Hiroyuki TORIKAI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper studies analog-to-digital encoding based on artificial spiking neurons that can cause a variety of spike-trains. The neuron dynamics can be integrated into a spike-position map and precise discussion is possible. We consider two kinds of encodings by spike-position modulation. The first one is binary encoding where an analog input is given by initial value and the dynamics is equivalent to the Bernoulli shift. The second one is rate encoding where the analog input is given by a parameter value and the dynamics is equivalent to the circle map. These can be regarded as a novel implementation method of A/D converters and may be developed into fusion of analog signal processing and neuro dynamics. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | spiking neurons / analog-to-digital converters / binary encoding / temporal encoding / rate encoding |
| Paper # | NC2006-169 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2007/3/8(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 | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Coding characteristics of A/D converters based on spiking neurons |
| Sub Title (in English) | |
| Keyword(1) | spiking neurons |
| Keyword(2) | analog-to-digital converters |
| Keyword(3) | binary encoding |
| Keyword(4) | temporal encoding |
| Keyword(5) | rate encoding |
| 1st Author's Name | Toshimichi SAITO |
| 1st Author's Affiliation | Department of Electronics, Electrical and Computer Engineering, Hosei University() |
| 2nd Author's Name | Aya TANAKA |
| 2nd Author's Affiliation | Department of Electronics, Electrical and Computer Engineering, Hosei University |
| 3rd Author's Name | Hiroyuki TORIKAI |
| 3rd Author's Affiliation | Department of Electronics, Electrical and Computer Engineering, Hosei University |
| Date | 2007-03-15 |
| Paper # | NC2006-169 |
| Volume (vol) | vol.106 |
| Number (no) | 589 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |