DocumentCode
295877
Title
Eye movement model with neural oscillators
Author
Ojima, Shuichi ; Yano, Sumio
Author_Institution
ATR Human Inf. Process. Res. Labs., Kyoto, Japan
Volume
5
fYear
1995
fDate
Nov/Dec 1995
Firstpage
2297
Abstract
Eye movements are modelled with neural oscillators in order to understand the mechanism of adaptive human eye movement. The model is made to learn the desired trajectory with the help of a spatio-temporal learning method for neural networks. In smooth pursuit eye movement, the relationship among velocity, acceleration and position of target, which are the motion command signals, becomes obvious. For vestibulo ocular reflex, the structure of connections between vestibular nucleus neurons is also shown. Furthermore, we simulate eye movement under the condition that a target that is stationary in the world is gazed as the head rotates
Keywords
biocontrol; biomechanics; eye; learning (artificial intelligence); neural nets; neurophysiology; physiological models; VOR; adaptive human eye movement; neural networks; neural oscillators; smooth pursuit eye movement; spatio-temporal learning method; vestibular nucleus neurons; vestibulo ocular reflex; Animals; Couplings; Differential equations; Head; Humans; Laboratories; Legged locomotion; Motion control; Neurons; Oscillators;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1995. Proceedings., IEEE International Conference on
Conference_Location
Perth, WA
Print_ISBN
0-7803-2768-3
Type
conf
DOI
10.1109/ICNN.1995.487719
Filename
487719
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