DocumentCode :
1817165
Title :
Acquired sensorimotor coordinated signal transformation in a bi-directional neural network model
Author :
Wakuya, Hiroshi ; Shida, Katsunori
Author_Institution :
Dept. of Advanced Syst. Control Eng., Saga Univ., Japan
Volume :
1
fYear :
1999
fDate :
1999
Firstpage :
223
Abstract :
In general, a biological neural system is divided into two major parts, one is a neural system for motor control and the other is that for sensory reception, and they work not independently but cooperatively to perform various kinds of complex activities. Therefore its disorders produce strange phenomena. In a previous study, it was observed that a sensorimotor coordinated neural network model generates a trained pattern reversely when some special condition is provided. In this paper, computer simulation studies are performed from the viewpoints of neural information processing to investigate its sensorimotor coordination which is developed throughout the training. From the results, it is found that the way for information integration developed antagonistically or not plays an important role in performing signal transformation
Keywords :
digital simulation; neural nets; neurophysiology; physiological models; acquired sensorimotor coordinated signal transformation; bi-directional neural network model; biological neural system; complex activities; information integration; motor control; neural information processing; sensory reception; trained pattern; Bidirectional control; Biological neural networks; Computer simulation; Control engineering; Delay; Humans; Information processing; Intelligent networks; Motor drives; Neural networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 1999. IJCNN '99. International Joint Conference on
Conference_Location :
Washington, DC
ISSN :
1098-7576
Print_ISBN :
0-7803-5529-6
Type :
conf
DOI :
10.1109/IJCNN.1999.831490
Filename :
831490
Link To Document :
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