Multilayer and multipathway simulation on retina

Authors:
Hui Wei;Xudong Guan;Qingsong Zuo
Affiliations:
Department of Computer Science, Fudan University, Shanghai, P.R. China;Department of Computer Science, Fudan University, Shanghai, P.R. China;Department of Computer Science, Fudan University, Shanghai, P.R. China
Venue:
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
Year:
2010

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Abstract

In many fields including digital image processing and artificial retina design, they always confront a balance issue among real-time, accuracy, computing load, power consumption and other factors. It is difficult to achieve an optimal balance among these conflicting requirements. However, human retina can balance these conflicting requirements very well. It can efficiently and economically accomplish almost all the visual tasks. This paper presents a bioinspired model of the retina, which simulates various types of retina cells and complex structure of retina. The Model can be used in bionic chip design, physiological assumptions verification, image processing, and a variety of goals.