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cond-mat.dis-nn2002
Neural Cryptography
Wolfgang Kinzel, Ido Kanter
Two neural networks which are trained on their mutual output bits show a novel phenomenon: The networks synchronize to a state with identical time dependent weights. It is shown ho…
cond-mat.dis-nn2002
Theory of Interacting Neural Networks
Wolfgang Kinzel
In this contribution we give an overview over recent work on the theory of interacting neural networks. The model is defined in Section 2. The typical teacher/student scenario is c…
cond-mat.dis-nn2002
Interacting neural networks and cryptography
Wolfgang Kinzel, Ido Kanter
Two neural networks which are trained on their mutual output bits are analysed using methods of statistical physics. The exact solution of the dynamics of the two weight vectors sh…