A NEURON-BASED TIME-OPTIMAL CONTROLLER OF HORIZONTAL SACCADIC EYE MOVEMENTS

被引:8
作者
Ghahari, Alireza [1 ]
Enderle, John D. [1 ]
机构
[1] Univ Connecticut, Dept Elect Engn, Storrs, CT 06269 USA
关键词
Saccade; neural network; burst firing; circuit model; time-optimal controller; oculomotor plant; MODEL;
D O I
10.1142/S0129065714500178
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A neural network model of biophysical neurons in the midbrain for controlling oculomotor muscles during horizontal human saccades is presented. Neural circuitry that includes omnipause neuron, premotor excitatory and inhibitory burst neurons, long lead burst neuron, tonic neuron, interneuron, abducens nucleus and oculomotor nucleus is developed to investigate saccade dynamics. The final motoneuronal signals drive a time-optimal controller that stimulates a linear homeomorphic model of the oculomotor plant. To our knowledge, this is the first report on modeling the neural circuits at both premotor and motor stages of neural activity in saccadic systems.
引用
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页数:19
相关论文
共 25 条
[1]   TIME OPTIMAL BEHAVIOR OF HUMAN SACCADIC EYE-MOVEMENT [J].
CLARK, MR ;
STARK, L .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1975, AC20 (03) :345-348
[2]   Saccade and vergence eye movements: a review of motor and premotor commands [J].
Coubard, Olivier A. .
EUROPEAN JOURNAL OF NEUROSCIENCE, 2013, 38 (10) :3384-3397
[3]  
Enderle J., 2010, MODELS HORIZONTAL 1
[4]  
Enderle J D, 1995, Biomed Sci Instrum, V31, P53
[5]  
Enderle J. D., 2010, MODELS HORIZONTAL 2
[6]   FREQUENCY-RESPONSE ANALYSIS OF HUMAN SACCADIC EYE-MOVEMENTS - ESTIMATION OF STOCHASTIC MUSCLE FORCES [J].
ENDERLE, JD ;
WOLFE, JW .
COMPUTERS IN BIOLOGY AND MEDICINE, 1988, 18 (03) :195-219
[7]  
Enderle JD, 2002, PROG BRAIN RES, V140, P21
[8]  
ENDERLE JD, 1994, ALAOTR19940023
[9]  
Enderle JD., 2011, INTRO BIOMEDICAL ENG, V3rd
[10]   Broad Range of Neural Dynamics From a Time-Varying FitzHugh-Nagumo Model and its Spiking Threshold Estimation [J].
Faghih, Rose T. ;
Savla, Ketan ;
Dahleh, Munther A. ;
Brown, Emery N. .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2012, 59 (03) :816-823