Title :
A Realistic Model of VOR Motor Learning with Spiking Cerebellar Cortical Neuronal Network
Author :
Inagaki, Kayichirou ; Hirata, Yutaka
Author_Institution :
Dept. of Comput. Sci., Chubu Univ., Kasugai
Abstract :
The vestibuloocular reflex (VOR) stabilizes our vision during head movements. The VOR is under adaptive control which requires the cerebellar flocculus, especially its highly organized neuronal network with various synaptic plasticities. To elucidate the signal processing in cerebellar flocculus during VOR adaptation, we constructed a mathematical model in which the cerebellar cortical neuronal network is explicitly described by integrate-and-fire neurons based upon the known anatomy and physiology. Model simulations confirmed that the model reproduces characteristic Purkinje cell simple spike discharge patterns and eye movements during VOR, optokinetic response, and various visual-vestibular mismatch paradigms in normal and flocculectomized monkeys
Keywords :
brain models; neural nets; vision; VOR motor learning; adaptive control; cerebellar flocculus; characteristic Purkinje cell simple spike discharge patterns; eye movements; flocculectomized monkeys; integrate-and-fire neurons; mathematical model; optokinetic response; signal processing; spiking cerebellar cortical neuronal network; synaptic plasticities; vestibuloocular reflex; visual-vestibular mismatch paradigms; Adaptive control; Anatomy; Biological neural networks; Fires; Frequency; Head; Intelligent networks; Neurons; Retina; Signal processing;
Conference_Titel :
Intelligent Signal Processing and Communications, 2006. ISPACS '06. International Symposium on
Conference_Location :
Yonago
Print_ISBN :
0-7803-9732-0
Electronic_ISBN :
0-7803-9733-9
DOI :
10.1109/ISPACS.2006.364790