| Presentation | 2007-03-16 Waveform Information Transmission Characteristics of Asynchronous Pulse-Type Hardware NN Focus on the Instantaneous Firing Rate Ken SAITO, Hitoshi IRIE, Yoshifumi SEKINE, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We study the waveform transmission of pulse train which propagates the NN using hardware model. In this paper, we study the waveform information transmission characteristics of neuron when inputting the pulse train which is higher than the upper limit of firing rate model can output by using pulse-type hardware neuron model. We clarify the response characteristics by using the instantaneous firing rate which is the reciprocals of every model's output pulse intervals. And then it clarifies the transmission characteristics of the pulse timings when inputting the periodic pulse train and the asynchronous pulse train respectively. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Pulse-Type Hardware Neuron Model / Asynchronous Pulse Train / Instantaneous Firing Rate / Pulse Timings / Transmission Characteristics |
| Paper # | NC2006-213 |
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| Committee | NC |
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| Conference Date | 2007/3/9(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) | Waveform Information Transmission Characteristics of Asynchronous Pulse-Type Hardware NN Focus on the Instantaneous Firing Rate |
| Sub Title (in English) | |
| Keyword(1) | Pulse-Type Hardware Neuron Model |
| Keyword(2) | Asynchronous Pulse Train |
| Keyword(3) | Instantaneous Firing Rate |
| Keyword(4) | Pulse Timings |
| Keyword(5) | Transmission Characteristics |
| 1st Author's Name | Ken SAITO |
| 1st Author's Affiliation | Electronic Engineering, Graduate School of Science and Technology, Nihon University() |
| 2nd Author's Name | Hitoshi IRIE |
| 2nd Author's Affiliation | Electronic Engineering, Graduate School of Science and Technology, Nihon University |
| 3rd Author's Name | Yoshifumi SEKINE |
| 3rd Author's Affiliation | Department of Electronics and Computer Science, College of Science and Technology, Nihon University |
| Date | 2007-03-16 |
| Paper # | NC2006-213 |
| Volume (vol) | vol.106 |
| Number (no) | 590 |
| Page | pp.pp.- |
| #Pages | 6 |
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