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