These workshop papers discussed the methods of statistical mechanics that have been successfully applied to the theory of neural networks, and has become an important part of statistical physics interests. Researches based on statistical mechanics are beginning to have strong interaction with neighboring fields, such as non-linear dynamics, computer science, mathematics, statistics, information theory, and neurobiology.