| Presentation | 2007-02-01 Spiking Neuron Devices consisting with Single-Flux-Quantum Circuits and its Applications Tetsuya HIROSE, Tetsuya ASAI, Yoshihito AMEMIYA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Single flux quantum (SFQ) circuits can be used for making spiking neuron devices, which are useful elements for constructing intelligent, brain-like computers. The device we propose is based on the leaky integrate-and-fire neuron (IFN) model and uses a SFQ pulse as an action signal or a spike of neurons. The operation of the neuron device is confirmed by computer simulation. It can operate with a short delay of 100 ps or less and is the highest-speed neuron device ever reported. An inhibitory pulsed neural network was developed for brain-like information processing, by using SFQ spiking neuron devices. It consists of spiking neuron devices that are coupled to each other through all-to-all inhibitory connections. The network selects neural activity. The operation of the neural network was confirmed by computer simulation. SFQ neuron devices can imitate the operation of the inhibition phenomenon of neural networks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Single-flux-quanturn / Spiking neuron device / Integrate-and-fire neuron model / Inhibitory neural net-work |
| Paper # | ED2006-247,SDM2006-235 |
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| Conference Information | |
| Committee | ED |
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| Conference Date | 2007/1/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Electron Devices (ED) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Spiking Neuron Devices consisting with Single-Flux-Quantum Circuits and its Applications |
| Sub Title (in English) | |
| Keyword(1) | Single-flux-quanturn |
| Keyword(2) | Spiking neuron device |
| Keyword(3) | Integrate-and-fire neuron model |
| Keyword(4) | Inhibitory neural net-work |
| 1st Author's Name | Tetsuya HIROSE |
| 1st Author's Affiliation | Dept. of Electrical Engineering, Hokkaido University() |
| 2nd Author's Name | Tetsuya ASAI |
| 2nd Author's Affiliation | Dept. of Electrical Engineering, Hokkaido University |
| 3rd Author's Name | Yoshihito AMEMIYA |
| 3rd Author's Affiliation | Dept. of Electrical Engineering, Hokkaido University |
| Date | 2007-02-01 |
| Paper # | ED2006-247,SDM2006-235 |
| Volume (vol) | vol.106 |
| Number (no) | 520 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |