70 citations · 131 across the 4 of their papers we have counts for
4 papers
Mutual learning in a tree parity machine and its application to cryptography
Michal Rosen-Zvi, Einat Klein, Ido Kanter +1
Mutual learning of a pair of tree parity machines with continuous and discrete weight vectors is studied analytically. The analysis is based on a mapping procedure that maps the mu…
Cryptography based on neural networks - analytical results
Michal Rosen-Zvi, Ido Kanter, Wolfgang Kinzel
Mutual learning process between two parity feed-forward networks with discrete and continuous weights is studied analytically, and we find that the number of steps required to achi…
Multilayer neural networks with extensively many hidden units
Michal Rosen-Zvi, Andreas Engel, Ido Kanter
The information processing abilities of a multilayer neural network with a number of hidden units scaling as the input dimension are studied using statistical mechanics methods. Th…
Training a perceptron in a discrete weight space
Michal Rosen-Zvi, Ido Kanter
On-line and batch learning of a perceptron in a discrete weight space, where each weight can take different values, are examined analytically and numerically. The learning…