| Presentation | 1999/3/19 Solving Combinational Optimization Problems with the Quantum Hopfield Network E. TOKUDA, N. ASAHI, M. AKAZAWA, Y. AMEMIYA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The quantum Hopfield network is a kind of recurrent neural network that can always converge to the global minimum state without being stuck in local minima. This property is obtained by utilizing the co-tunneling phenomenon in quantum systems. This paper proposes a method of constructing the quantum Hopfield network by using single-electron circuits. The operation of the single-electron quantum Hopfield network is analized by computer simulation, assuming an instance of combinatrial optimization problems. It is demonstrated that, starting with a given initial state, the network can converge to the minimum energy state that represents the correct solution to the problem. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Quantum Hopfield Network / single-electron circuits / co-tunneling / solving for certain |
| Paper # | NC98-163 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1999/3/19(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) | Solving Combinational Optimization Problems with the Quantum Hopfield Network |
| Sub Title (in English) | |
| Keyword(1) | Quantum Hopfield Network |
| Keyword(2) | single-electron circuits |
| Keyword(3) | co-tunneling |
| Keyword(4) | solving for certain |
| 1st Author's Name | E. TOKUDA |
| 1st Author's Affiliation | Faculty of Engineering, Hokkaido University() |
| 2nd Author's Name | N. ASAHI |
| 2nd Author's Affiliation | Faculty of Engineering, Hokkaido University |
| 3rd Author's Name | M. AKAZAWA |
| 3rd Author's Affiliation | Faculty of Engineering, Hokkaido University |
| 4th Author's Name | Y. AMEMIYA |
| 4th Author's Affiliation | Faculty of Engineering, Hokkaido University |
| Date | 1999/3/19 |
| Paper # | NC98-163 |
| Volume (vol) | vol.98 |
| Number (no) | 674 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |