An integrated cortical layer for orientation enhancement

被引:60
作者
Venier, P
Mortara, A
Arreguit, X
Vittoz, EA
机构
[1] CSEM SA
[2] Swiss Fed. Institute of Technology, Lausanne
[3] Ctr. Suisse Electron. M., Neuchâtel
[4] Massachusetts Inst. of Technology, Cambridge, MA
[5] Swiss Fed. Institute of Technology, Zürich
关键词
analog neural networks; analog VLSI system; image processing; neuromorphic vision system; pulse processing;
D O I
10.1109/4.551909
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a set of two analog chips performing the following chain of operations: phototransduction of an image projected on the first chip, edge enhancement by high-pass filtering, current-to-pulse frequency conversion of the filtered image, and pulse coded transmission of the filtered image to the second chip which generates a ''projective held'' whose shape and size are widely programmable through few bias lines, The end result of the processing chain is an image with enhanced edges along a programmable orientation, The design of this system draws from the knowledge gathered by neurobiologists about the first steps of visual perception: retinal image processing and coding followed by ''simple cells'' processing in the visual cortex, The focus of the paper is on the cortical layer chip since information about the retina is available elsewhere [12], The system's main advantages are real time operation and ease of module interconnection for true parallel processing.
引用
收藏
页码:177 / 186
页数:10
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