Title :
Phase transitions and metastability in neural nets
Author :
Kryukov, V.I. ; Kirillov, A.B.
Author_Institution :
Res. Comput. Center, Acad. of Sci., Pushchino, USSR
Abstract :
The purpose of this study is to find a unified explanation of various data on single neuronal, EEG, and behavioral levels simultaneously. Specifically, the authors seek a unified view on cortico-septo-hippocampal system function. The main results are that: (a) phase transitions in the brain are not a theoretical framework only useful for unified explanation of numerous facts, but real brain phenomena existing at the various levels of neuronal organizations; and (b) the principle of phase synchronization or, more generally, the principle of Ukhtomskii´s dominant as a system manifestation of phase transitions in the central nervous system is probably the main principle of brain functioning.<>
Keywords :
neural nets; neurophysiology; Ukhtomskii´s dominant; brain phenomena; central nervous system; cortico-septo-hippocampal system function; metastability; neural nets; neuronal organizations; neurophysiology; phase synchronization; phase transitions; Nervous system; Neural networks;
Conference_Titel :
Neural Networks, 1989. IJCNN., International Joint Conference on
Conference_Location :
Washington, DC, USA
DOI :
10.1109/IJCNN.1989.118664