Journal Neurocomputers №2 - 2014 year.

3-6

Application of neural networks to problems in mathematical physics

Neuronetwork algorithms of mathematical modeling processes and the phenomena in difficult systems on computer systems of the ultrahigh productivities A.N. Vasiliev – Dr.Sc. (Eng.), Professor, St.-Petersburg State Polytechnical University. E-mail: a.n.vasilyev@gmail.com D.A. Tarkhov – Dr.Sc. (Eng.), St.-Petersburg State Polytechnical University. E-mail: dtarkhov@gmail.com	7-15
Neural network modeling in ecology A.G. Romanova – Engineer, Project department of construction company «Evrodorstroy». E-mail: romalenka@mail.ru D.A. Tarkhov – Dr.Sc. (Eng.), Professor, Department of Mathematics, St.-Petersburg State Polytechnic University. E-mail: dtarkhov@gmail.com T.A. Shemyakina – Associate Professor, Department of Mathematics, St.-Petersburg State Polytechnic University. E-mail: st_tat@mail.ru	16-21
Scientific bases of the hierarchical systems creation for monitoring and evaluating the influence of the transport infrastructure objects on the environment A.N. Vasilyev – Dr.Sc. (Eng.), Professor, St.-Petersburg State Polytechnical University. E-mail: a.n.vasilyev@gmail.com V.N. Denisov – Dr.Sc. (Eng.), Professor, St.-Petersburg Mining University. E-mail: 3565451@mail.ru D.A. Thakhov – Dr.Sc. (Eng.), Professor, St.-Petersburg State Polytechnical University. E-mail: dtarkhov@gmail.com V.N. Fedotov – Associate Professor, St.-Petersburg Mining University. E-mail: nik2k@mail.ru	22-30
Solving coefficient inverse problems of mathematical physics using radial basis functions networks M.V. Zhukov – Post-graduate Student, Penza State University. E-mail: maxim.zh@gmail.com	32-40
The neural network modeling application for the of efficient FEM schemes construction D.T. Chekmarev – Dr.Sc. (Phys.-Math.), Professor, Nizhny Novgorod State University. E-mail: 4ekm@mm.unn.ru	41-47

Application of neural networks for data processing and mathematical modeling

Neural network methods for the problems of cluster analysis

A.V. Novikov – Post-graduate Student, St.-Petersburg State Polytechnical University. E-mail: spb.andr@yandex.ru
E.N. Benderskaya – Ph.D. (Eng.), Professor, St.-Petersburg State Polytechnical University. E-mail: helen.bend@gmail.com

48-53

Specificities of computer simulation of spiking recurrent neural networks

E.N. Benderskaya – Ph.D. (Eng.), St.-Petersburg State Polytechnical University. E-mail: helen.bend@gmail.com
K.V. Nikitin – Post-graduate Student, St.-Petersburg State Polytechnical University. E-mail: execiter@mail.ru

54-65

Research of continuous impulse noise affecting factors of attention by practical use of neural network modeling

L.A. Savchenkova – Student, Saint Petersburg State Polytechnical University. E-mail: La.savchenkova@yandex.ru
T.T. Kaverzneva – Ph.D. (Eng.), Associate Professor, Saint Petersburg State Polytechnical University. E-mail: kaverztt@mail.ru
D.A. Tarkhov – Dr.Sc. (Eng.), Professor, St.-Petersburg State Polytechnical University. E-mail: dtarkhov@gmail.com

66-70