The KIV model of intentional dynamics and decision making

被引:32
作者
Kozma, Robert [1 ]
Freeman, Walter J. [2 ]
机构
[1] Univ Memphis, Dept Comp Sci, Computat Neurodynam Lab, Memphis, TN 38152 USA
[2] Univ Calif Berkeley, Div Neurobiol, Berkeley, CA 94720 USA
关键词
Neurodynamics; KIV; Intention; Phase transition; Intermittent chaos; CORTICAL COORDINATION DYNAMICS; PREFRONTAL CORTEX; PHASE-TRANSITIONS; WORKING-MEMORY; BRAIN; CHAOS; EEG; METASTABILITY; RESONANCE; EMOTION;
D O I
10.1016/j.neunet.2009.03.019
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Human cognition performs granulation of the seemingly homogeneous temporal sequences of perceptual experiences into meaningful and comprehensible chunks of fuzzy concepts and behaviors. These knowledge granules are stored and consequently accessed during action selection and decisions. A dynamical approach is presented here to interpret experimental findings using K (Katchalsky) models. In the K model, meaningful knowledge is repetitiously created and processed in the form of sequences of oscillatory patterns of neural activity distributed across space and time. These patterns are not rigid but flexible and intermittent; soon after they arise through phase transitions, they dissipate. Computational implementations demonstrate the operation of the model based on the principles of intentional brain dynamics. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:277 / 285
页数:9
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