摘要: Abstract A brief overview is given of the conceptual basis for and mathematical formulation fruitful transfer techniques developed theory spin glasses to analysis performance, potential training neural networks.
sci-hub.se 参考文章(28)
W. Hanke, Yu. V. Kopaev, Electronic Phase Transitions ,(1992)
Berndt Müller, Joachim Reinhardt, Neural Networks: An Introduction ,(2014)
Ton Coolen, David Sherrington, Dynamics of Attractor Neural Networks North-holland Mathematical Library. ,vol. 51, pp. 293- 306 ,(1993) , 10.1016/S0924-6509(08)70041-2
T. L. H Watkin, Optimal Learning with a Neural Network EPL. ,vol. 21, pp. 871- 876 ,(1993) , 10.1209/0295-5075/21/8/013
S F Edwards, P W Anderson, Theory of spin glasses Journal of Physics F: Metal Physics. ,vol. 5, pp. 965- 974 ,(1975) , 10.1088/0305-4608/5/5/017
M. Mezard, G. Parisi, M. A. Virasoro, David J. Thouless, Spin Glass Theory and Beyond ,(1986)
H. Sompolinsky, I. Kanter, Mean-field theory of spin-glasses with finite coordination number Physical Review Letters. ,vol. 58, pp. 164- 167 ,(1987) , 10.1103/PHYSREVLETT.58.164
Roy J. Glauber, Time‐Dependent Statistics of the Ising Model Journal of Mathematical Physics. ,vol. 4, pp. 294- 307 ,(1963) , 10.1063/1.1703954
M. Mézard, G. Parisi, A replica analysis of the travelling salesman problem Journal De Physique. ,vol. 47, pp. 1285- 1296 ,(1986) , 10.1051/JPHYS:019860047080128500
D. J. Thouless, P. W. Anderson, R. G. Palmer, Solution of 'Solvable model of a spin glass' Philosophical Magazine. ,vol. 35, pp. 593- 601 ,(1977) , 10.1080/14786437708235992