| Presentation | 1997/9/26 A Quantum-Boltzmann-Machine Neuron Device H. Lee, Nan-Jian Wu, Yoshihito Amemiya, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a novel Boltzmann-machine (BM) neuron device that uses quantum-coupled single electrons (QBM). The device consists of a two-dimensional arrangement of quantum dots, in which each dot is occupied by a single electron. The polarizations "down" and "up" of the electron spin are used to encode the two states, 0 and 1, of the BM neuron. Because the single electrons behave like a probabilistic wave, the quantum device produces the stochastic operations naturally. We calculate the operation of the QBM and demonstrate that the device performs the stochastic operations of the BM neuron. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neuron Device / Boltzmann-Machine / Spin / Stochastic operation / Quantum dot |
| Paper # | ICD97-140 |
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| Conference Information | |
| Committee | ICD |
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| Conference Date | 1997/9/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Chair | |
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| Paper Information | |
| Registration To | Integrated Circuits and Devices (ICD) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Quantum-Boltzmann-Machine Neuron Device |
| Sub Title (in English) | |
| Keyword(1) | Neuron Device |
| Keyword(2) | Boltzmann-Machine |
| Keyword(3) | Spin |
| Keyword(4) | Stochastic operation |
| Keyword(5) | Quantum dot |
| 1st Author's Name | H. Lee |
| 1st Author's Affiliation | Faculty of Engineering, Hokkaido University() |
| 2nd Author's Name | Nan-Jian Wu |
| 2nd Author's Affiliation | Faculty of Engineering, Hokkaido University |
| 3rd Author's Name | Yoshihito Amemiya |
| 3rd Author's Affiliation | Faculty of Engineering, Hokkaido University |
| Date | 1997/9/26 |
| Paper # | ICD97-140 |
| Volume (vol) | vol.97 |
| Number (no) | 275 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |