DocumentCode :
1949915
Title :
Silicon primary visual cortex designed with a mixed analog-digital architecture
Author :
Yagi, Tetsuya ; Shimonomura, Kazuhiro
Author_Institution :
Osaka Univ., Osaka
fYear :
2007
fDate :
12-17 Aug. 2007
Firstpage :
2723
Lastpage :
2728
Abstract :
We designed a mixed analog-digital neuromorphic vision system that can replicate the response of complex cells in the primary visual cortex (V1). Using the system, the binocular disparity energy maps were calculated in natural scenes in real time. Because of its compact hardware and low power dissipation, the neuromorphic vision system developed in the present study is suitable to robotic vision. More interestingly, it provides insights to explore the visual function of the neuronal network of the brain, visualizing neural images inferred from physiological experiments.
Keywords :
VLSI; field programmable gate arrays; logic design; mixed analogue-digital integrated circuits; neural nets; robot vision; FPGA; VLSI; binocular disparity energy maps; brain neuronal network; mixed analog-digital architecture; mixed analog-digital neuromorphic vision system; neural image visualization; robotic vision; silicon primary visual cortex; Analog-digital conversion; Biological neural networks; Hardware; Layout; Machine vision; Neuromorphics; Power dissipation; Real time systems; Robot vision systems; Silicon;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 2007. IJCNN 2007. International Joint Conference on
Conference_Location :
Orlando, FL
ISSN :
1098-7576
Print_ISBN :
978-1-4244-1379-9
Electronic_ISBN :
1098-7576
Type :
conf
DOI :
10.1109/IJCNN.2007.4371389
Filename :
4371389
Link To Document :
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