ADAPTIVE CONTROL ARCHITECTURE OF BRAIN MOTOR CONTROL INCORPORATING SKILL ACQUISITION
Shin Nagai*, Hidenori Kimura*
* The University of Tokyo Graduate School of Frontier Sciences Department of Complexity Science and Engineering 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-0033, JAPAN
This paper proposes an architecture and algorithm of brain motor control based on the internal model control (IMC) incorporating the acquisition of skill explicitly. The meaning of skill is extended from acquisition of internal model, which is a widespread view in computational neuroscience, to acquisition of internal model and prefilter with appropriate bandwidth. This extension is essential in view of the fact that no inverse model exists for usual plants.
Keywords: Brain models; Adaptive control; Skill; Model based control
Session slot T-Fr-A02: Dynamic Modelling in Biological Systems/Area code 3a : Modelling, Identification and Signal Processing

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