No. 2, 2014

НАУЧНАЯ ШКОЛА «Нейросетевое моделирование» <br>Санкт-Петербургский государственный политехнический университет

1. От редактора выпуска Д.А. Тархов pp. 3-6

Application of neural networks to problems in mathematical physics

1. Neuronetwork algorithms of mathematical modeling processes and the phenomena in difficult systems on computer systems of the ultrahigh productivities A.N. Vasiliev, D.A. Tarkhov pp. 7-15
2. Neural network modeling in ecology A.G. Romanova, D.A. Tarkhov, T.A. Shemyakina pp. 16-21
3. Scientific bases of the hierarchical systems creation for monitoring and evaluating the influence of the transport infrastructure objects on the environment A.N. Vasilyev, V.N. Denisov, D.A. Thakhov, V.N. Fedotov pp. 22-30
4. Solving coefficient inverse problems of mathematical physics using radial basis functions networks M.V. Zhukov pp. 32-40
5. The neural network modeling application for the of efficient FEM schemes construction D.T. Chekmarev pp. 41-47

Application of neural networks for data processing and mathematical modeling

1. Neural network methods for the problems of cluster analysis A.V. Novikov, E.N. Benderskaya pp. 48-53
2. Specificities of computer simulation of spiking recurrent neural networks E.N. Benderskaya, K.V. Nikitin pp. 54-65
3. Research of continuous impulse noise affecting factors of attention by practical use of neural network modeling L.A. Savchenkova, T.T. Kaverzneva, D.A. Tarkhov pp. 66-70