Link 
Publication 

2003 
Parallel
Versus Sequential Updating for Belief
Propagation Decoding 

Statistical
Mechanical Aspects of Joint SourceChannel Coding 

Communication
near the Channel Capacity with an Absence of Compression: Statistical 

An
Efficient Joint SourceChannel Coding for a DDimensional Array 

Time
Series Prediction by Feed forward Neural Networks Is it Difficult? 

Time
Series Generation by Recurrent Neural Networks 

Public
Channel Cryptography by Synchronization
of Networks and Chaotic Maps 


Disorder Generated by Interacting Neural
Networks: Application to Econophysics and 
The
Theory of Neural Networks and Cryptography 


2002 
Mutual
Learning in a Tree Parity Machine and it's Application
to Cryptography 

Secure
keyExchange Protocol with an Absence of
Injective Functions 

Generalization
and Capacity of Extensively Large TwoLayered Perceptrons 

Neural
Cryptography 

Learning
and Predicting Time Series by Neural Networks 

Cryptography
Based on Neural Networks  Analytical Mechanical Results 

Low Auto
correlated MultiPhase Sequences 

Statistical
Properties of Contact Vectors 

Secure Exchange
of Information by Synchronization of
Neural Networks 

Interacting
Neural Networks and Cryptography 


2001 

Statistical
Physics of Interacting Neural Networks 
Matrix
Games with NonUniform Payoff Distributions 


Generation
of Unpredictable Time Series by Neural Networks 
MultiChoices
Minority Game 

On
Time's Arrow in Ehrenfest Models with Reversible
Deterministic Dynamics 

Training
a Perceptron in a Discrete Weight Space 

Multilayer
Neural Networks with Extensively Many Hidden Units 