Abstract: System compositional approach to model construction and research of informational processes, which take place in biological hierarchical neural networks, is being discussed. A computer toolbox has been successfully developed for solution of tasks from this scientific sphere. A series of computational experiments investigating the work of this toolbox on olfactory bulb model has been carried out. The well-known psychophysical phenomena have been reproduced in experiments.

Keywords: system compositional approach, mathematical and computer modelling, elementary sensorium, hierarchical neural networks, computer toolbox, olfactory bulb.

ACM Classification Keywords: J.3 Life and medical sciences - biology and genetics; I.2.6. Artificial intelligence: learning - connectionism and neural nets; I.5.1 Pattern recognition: models - neural nets; I.6.3 Simulation and modelling: applications; H.1.m Models and principles: miscellaneous.

Link:

MODEL CONSTRUCTION AND RESEARCH USING SYSTEM COMPOSITIONAL APPROACH ON NATURAL HIERARCHICAL NEURAL NETWORKS. DEVELOPMENT OF COMPUTER TOOLBOX

Yuriy Belov, Sergiy Тkachuk, Roman Iamborak

http://www.foibg.com/ijita/vol12/ijita12-1-p07.pdf