DocumentCode
1485340
Title
A Five-Decade Dynamic-Range Ambient-Light-Independent Calibrated Signed-Spatial-Contrast AER Retina With 0.1-ms Latency and Optional Time-to-First-Spike Mode
Author
Leñero-Bardallo, Juan Antonio ; Serrano-Gotarredona, Teresa ; Linares-Barranco, Bernabé
Author_Institution
Centro Nac. de Microelectron., Consejo Super. de Investig. Cientificas, Sevilla, Spain
Volume
57
Issue
10
fYear
2010
Firstpage
2632
Lastpage
2643
Abstract
Address Event Representation (AER) is an emergent technology for assembling modular multiblock bio-inspired sensory and processing systems. Visual sensors (retinae) are among the first AER modules to be reported since the introduction of the technology. Spatial-contrast AER retinae are of special interest since they provide highly compressed data flow without reducing the relevant information required for performing recognition. The reported AER contrast retinae perform a contrast computation based on the ratio between a pixel´s local light intensity and a spatially weighted average of its neighborhood. This resulted in compact circuits but with the penalty of all pixels generating output signals even if they sensed no contrast. In this paper, we present a spatial-contrast retina with a signed output: Contrast is computed as the relative difference (not the ratio) between a pixel´s local light and its surrounding spatial average and normalized with respect to ambient light. As a result, contrast is ambient light independent, includes a sign, and the output will be zero if there is no contrast. Furthermore, an adjustable thresholding mechanism has been included, such that pixels remain silent until they sense an absolute contrast above the adjustable threshold. The pixel contrast-computation circuit is based on Boahen´s biharmonic operator contrast circuit, which has been improved to include mismatch calibration and adaptive-current-based biasing. As a result, the contrast-computation circuit shows much less mismatch, is almost insensitive to ambient light illumination, and biasing is much less critical than in the original voltage biasing scheme. The retina includes an optional global reset mechanism for operation in ambient-light-independent Time-to-First-Spike contrast-computation mode. A 32 32 pixel test prototype has been fabricated in 0.35-m CMOS. Experimental results are provided.
Keywords
calibration; image recognition; image representation; image sensors; AER; Boahen biharmonic operator; adaptive-current based biasing; address event representation; adjustable thresholding mechanism; ambient light illumination; image recognition; mismatch calibration; pixel local light; spatial-contrast retina; time 0.1 ms; time-to-first-spike mode; visual sensors; Assembly systems; Biosensors; Calibration; Circuits; Delay; Lighting; Retina; Signal generators; Testing; Voltage; Address-event-representation; analog circuits; artificial retina; bio-inspired circuits; calibration; contrast sensors; image sensors; low power circuits; spiking circuits; transistor mismatch;
fLanguage
English
Journal_Title
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher
ieee
ISSN
1549-8328
Type
jour
DOI
10.1109/TCSI.2010.2046971
Filename
5460900
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