Metastability, instability, and state transition. in neocortex

被引:70
作者
Freeman, WJ [1 ]
Holmes, MD
机构
[1] Univ Calif Berkeley, Berkeley, CA 94720 USA
[2] Univ Washington, Seattle, WA 98104 USA
关键词
action-perception cycle; EEG field dynamics; metastability; neocortex; state transition;
D O I
10.1016/j.neunet.2005.06.014
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Mesoscopic patterns of neural activity were sought in multichannel EEGs of rabbits that were trained to respond to conditioned stimuli (CSs) in visual, auditory and somatic modalities. Spatiotemporal patterns were sought of oscillations in the beta and gamma ranges. The techniques required for preprocessing EEGs in search of global patterns were diametrically opposed to those needed for localization of modular EEG signals. Frames were found in the form of intermittent spatial patterns of phase and amplitude modulation (AM and PM) of carrier waves in beta and gamma ranges that served to classify EEG frames with respect to CSs. A model based on the intentional action-perception cycle is proposed to complement the information processing model. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:497 / 504
页数:8
相关论文
共 28 条
[1]  
Amit DJ, 1989, MODELING BRAIN FUNCT, DOI DOI 10.1017/CBO9780511623257
[2]   Spatiotemporal analysis of prepyriform, visual, auditory, and somesthetic surface EEGs in trained rabbits [J].
Barrie, JM ;
Freeman, WJ ;
Lenhart, MD .
JOURNAL OF NEUROPHYSIOLOGY, 1996, 76 (01) :520-539
[3]   Statistical evaluation of clusters derived by nonlinear mapping of EEG spatial patterns [J].
Barrie, JM ;
Holcman, D ;
Freeman, WJ .
JOURNAL OF NEUROSCIENCE METHODS, 1999, 90 (02) :87-95
[4]  
BASAR E, 1998, BRAIN OSCILLATIONS
[5]   NEURON DOCTRINE AND ELECTROPHYSIOLOGY [J].
BULLOCK, TH .
SCIENCE, 1959, 129 (3355) :997-1002
[6]  
CALIN WH, 1996, CEREBRAL CODE THINKI
[7]  
DIPRISCO GV, 1985, BEHAV NEUROSCI, V99, P964
[8]  
Elul R, 1971, Int Rev Neurobiol, V15, P227
[9]  
Freeman W., 1975, Mass Action in the Nervous System
[10]  
Freeman W.J., 2000, Neurodynamics: an exploration in mesoscopic brain dynamics