Conceptions and modeling for transmitted information evaluation by ANN

Abstract

In this paper, the main measure, an amount of information, of the information theory is analyzed and corrected. The three conceptions of the theory on the microstate, dissipation pathways, and self-organization levels with a tight connection to the statistical physics are discussed. The concepts of restricted information were introduced as well as the proof of uniqueness of the entropy function, when the probabilities are rational numbers, is presented. The artificial neural network (ANN) model for mapping the evaluation of transmitted information has been designed and experimentally approbated in the biological area.

Straipsnyje analizuojami ir tikslinami pagrindiniai informacijos teorijos matai ir informacijos kiekio įverčiai. Nagrinėjamos trys teorijos koncepcijos mikrobūsenų, disipacijos ir saviorganizacijos lygmenyse. Įrodytas entropijos funkcijos vienatiškumas aprėžtos informacijos atvejui. Remiantis dirbtinio neurotinklo modeliu atliktas eksperimentinis įvertinimas biologinės informacijos srityje.