A retina with parallel input and pulsed output, extracting high-resolution information

被引:26
作者
Wilcox, MJ
Thelen, DC
机构
[1] Univ New Mexico, Dept Psychol, Albuquerque, NM 87131 USA
[2] Univ New Mexico, Inst Adv Microelect, Albuquerque, NM 87131 USA
来源
IEEE TRANSACTIONS ON NEURAL NETWORKS | 1999年 / 10卷 / 03期
关键词
analog preprocessing; artificial retina; auto-contrast enhancement; current shunting; edge extraction; hyperacuity; subpixel resolution;
D O I
10.1109/72.761714
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Animal eyes resolve images 10-100 times better than either the acceptance angle of a single photoreceptor or the center-to-center distance between neighboring photoreceptors, A new model of the By's visual system emulates this improved performance, offering a different approach to subpixel resolution. That an animal without a cortex is capable of this performance suggests that high level computation is not involved. The model takes advantage of a photoreceptor cell's internal structure for capturing and transducing light, This organelle is a waveguide. Neurocircuitry exploits the waveguide's optical nonlinearities, namely the shoulder region of its gaussian, angular-sensitivity profile, to extract high resolution information front the visual scene. The receptive fields of optically disparate inputs overlap in space. Photoreceptor input is continuous rather than discretely sampled. The output of the integrating module is a signal proportional to the position of the target within the detector array. Input imbalance at the level of the photodiode modules is detected by circuitry connecting neighboring visual elements. A pulsed network of these connections forms a parallel array that segments edges of an object and continuously reports its position to the underlying layer of feature extractors, offering a new approach to real time processing with high resolution and reduced computational load.
引用
收藏
页码:574 / 583
页数:10
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