STOCHASTIC DYNAMICS AND REPLICA SYMMETRY BREAKING OF NEUROSYSTEMS(Session I : Cross-Disciplinary Physics, The 1st Tohwa University International Meeting on Statistical Physics Theories, Experiments and Computer Simulations)
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概要
- 論文の詳細を見る
この論文は国立情報学研究所の電子図書館事業により電子化されました。Subject on neural networks (NNW) is very important, which is strongly concerned with nonequilibrium (NEQ) and/or equilibrium (EQ) statistical physics in random media, e.g. crystal growth, glasses, polymers and vortices. To establish foundations of such physics, stochastic dynamics and replica symmetry breaking (RSB) of generalized neurosystems are discussed using supersymmetry (SUSY) fields. The following items are concluded; (1) the valid range of replica symmetric (RS) solution, in the RSB-regime, (2) the validity of the hierarchical structure (HS), (3) the NEQ-behavior (e.g. aging) to a metastable state and (4) the partial annealing (PA) properties.
- 物性研究刊行会の論文
- 1996-06-20
著者
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Kim Su-jin
Computer Science And Systems Engineering Kyushu Institute Of Technology:electronics National Fisheri
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Yamazaki Yoshitake
Computer Science and Systems Engineering, Kyushu Institute of Technology
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Ochiai Moyuru
Electronics, North-shore College
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Ochiai Moyuru
Electronics North-shore College
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Yamazaki Yoshitake
Computer Science And Systems Engineering Kyushu Institute Of Technology