Title :
A study on an integrated neural network model of motor control and sensory reception systems
Author :
Wakuya, H. ; Shida, K.
Author_Institution :
Fac. of Sci. & Eng., Saga Univ., Japan
Abstract :
In general a neural information processing system consists of a motor control system and a sensory reception one. The former has been investigated frequently by a lot of researchers but the latter has not. Moreover integrated modelling of them seems to have been done even less. In this paper an integrated neural network model of motor control and sensory reception systems is discussed to investigate its signal processing ability, adaptability, and so on. But the most important thing in this study is how to develop sensorimotor coordination throughout the training phase. Some simulation studies are performed from these points of view. As the result, it is clear that an information processing ability and its adaptability are improved with a help of information integration
Keywords :
biocontrol; digital simulation; neural nets; neurophysiology; physiological models; adaptability; information integration; integrated neural network model; motor control; neural information processing system; sensorimotor coordination; sensory reception systems; signal processing ability; Bidirectional control; Biological neural networks; Biomedical signal processing; Cerebral cortex; Information processing; Motor drives; Nervous system; Neural networks; Sensor phenomena and characterization; Sensor systems;
Conference_Titel :
Knowledge-Based Intelligent Electronic Systems, 1998. Proceedings KES '98. 1998 Second International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-4316-6
DOI :
10.1109/KES.1998.726014