Abstract: Results of numerical experiments are introduced. Experiments were carried out by means of computer simulation on olfactory bulb for the purpose of checking of thinking mechanisms conceptual model, introduced in 2. Key role of quasisymbol neurons in processes of pattern identification, existence of mental view, functions of cyclic connections between symbol and quasisymbol neurons as short-term memory, important role of synaptic plasticity in learning processes are confirmed numerically. Correctness of fundamental ideas put in base of conceptual model is confirmed on olfactory bulb at quantitative level.

Keywords: thinking phenomena, olfactory bulb, numerical experimentation, model, neural network.

ACM Classification Keywords: J.3 Life and medical sciences - biology and genetics; I.2.6. Artificial intelligence: learning - connectionism and neural nets; D.2.5 Software engineering: testing and debugging; E.2 Data storage representations - linked representations, object representation; H.1 Models and principles; I.5.1 Pattern recognition: models - neural nets; I.6.4 Simulation and modelling: model validation and analysis.

Link:

EXPLORATION BY MEANS OF COMPUTER SIMULATION OF NONLINEAR HIERARCHICAL STRUCTURE OF NEURONAL MEMORY ON THE MODEL OF OLFACTORY BULB

Yuriy Belov, Sergiy Тkachuk, Roman Iamborak

http://www.foibg.com/ijita/vol12/ijita12-1-p08.pdf