| Presentation | 2005/11/12 A Study on Artificial Neural Network-inspired Quantum Computation and its Hardware Implementation Mitsunaga KINJO, Shigeo SATO, Yuuki NAKAMIYA, Koji NAKAJIMA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | An artificial neural network(ANN)-inspired quantum computation, which is a new quantum computation algorithm based on both the ANN-like method and the adiabatic Hamiltonian evolution, has been proposed for solving a combinatorial optimization problem that its cost function is given in a quadratic form. However, the algorithm does not apply in a quantum system with degenerated states or level crossing during the evolution of a Hamiltonian. In order to remove this limitation, we propose an improved algorithm with energy dissipation and discuss how to use this algorithm for solving an optimization problem. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Artificial Neural Network / Adiabatic Quantum Computation / N-queen Problem / Decoherence / Energy Dissipation |
| Paper # | NC2005-71 |
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| Committee | NC |
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| Conference Date | 2005/11/12(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) | A Study on Artificial Neural Network-inspired Quantum Computation and its Hardware Implementation |
| Sub Title (in English) | |
| Keyword(1) | Artificial Neural Network |
| Keyword(2) | Adiabatic Quantum Computation |
| Keyword(3) | N-queen Problem |
| Keyword(4) | Decoherence |
| Keyword(5) | Energy Dissipation |
| 1st Author's Name | Mitsunaga KINJO |
| 1st Author's Affiliation | R.I.E.C., Tohoku University() |
| 2nd Author's Name | Shigeo SATO |
| 2nd Author's Affiliation | R.I.E.C., Tohoku University |
| 3rd Author's Name | Yuuki NAKAMIYA |
| 3rd Author's Affiliation | R.I.E.C., Tohoku University |
| 4th Author's Name | Koji NAKAJIMA |
| 4th Author's Affiliation | R.I.E.C., Tohoku University |
| Date | 2005/11/12 |
| Paper # | NC2005-71 |
| Volume (vol) | vol.105 |
| Number (no) | 419 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |