Spin Glasses and Memory

A short introduction to models of spin glasses and neural networks is given. Some recent results are outlined.

[1]  S. Edwards,et al.  Theory of spin glasses , 1975 .

[2]  Stanislas Dehaene,et al.  Networks of Formal Neurons and Memory Palimpsests , 1986 .

[3]  A. Crisanti,et al.  Saturation Level of the Hopfield Model for Neural Network , 1986 .

[4]  W. Kinzel.  Learning and pattern recognition in spin glass models , 1985 .

[5]  Ron Meir,et al.  Storing and Retrieving Information in a Layered Spin System , 1986 .

[6]  J J Hopfield,et al.  Neural networks and physical systems with emergent collective computational abilities. , 1982, Proceedings of the National Academy of Sciences of the United States of America.

[7]  Sompolinsky,et al.  Storing infinite numbers of patterns in a spin-glass model of neural networks. , 1985, Physical review letters.

[8]  K. H. Fischer,et al.  Spin Glasses (II) , 1985 .

[9]  W. Kinzel.  Static and dynamic properties of short range Ising spin glasses , 1984 .

[10]  G. Parisi,et al.  Asymmetric neural networks and the process of learning , 1986 .

[11]  K. Binder,et al.  Spin glasses: Experimental facts, theoretical concepts, and open questions , 1986 .

[12]  J. Changeux,et al.  Selective stabilisation of developing synapses as a mechanism for the specification of neuronal networks , 1976, Nature.

[13]  van Aernout Enter,et al.  Chopper model of pattern recognition. , 1986 .

[14]  Frank Rosenblatt,et al.  PRINCIPLES OF NEURODYNAMICS. PERCEPTRONS AND THE THEORY OF BRAIN MECHANISMS , 1963 .

[15]  G. Parisi.  A memory which forgets , 1986 .

[16]  K. Fischer.  Spin glasses (I) , 1983 .

[17]  Kinzel.  Remanent magnetization of the infinite-range Ising spin glass. , 1986, Physical review. B, Condensed matter.

[18]  A. Bray,et al.  Metastable states in spin glasses , 1980 .

[19]  S. Kirkpatrick,et al.  Solvable Model of a Spin-Glass , 1975 .