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

被引:32
作者
Antonio Lenero-Bardallo, Juan [1 ]
Serrano-Gotarredona, Teresa [1 ]
Linares-Barranco, Bernabe [1 ]
机构
[1] CSIC, Ctr Nacl Microelect, Inst Microelect Sevilla, Seville 41092, Spain
关键词
Address-event-representation; analog circuits; artificial retina; bio-inspired circuits; calibration; contrast sensors; image sensors; low power circuits; spiking circuits; transistor mismatch; OPTIC-NERVE SIGNALS; VISION; CHIP; SPIKE; 128X128; SENSOR;
D O I
10.1109/TCSI.2010.2046971
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
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-mu m CMOS. Experimental results are provided.
引用
收藏
页码:2632 / 2643
页数:12
相关论文
共 31 条
[1]   Translinear circuits in subthreshold MOS [J].
Andreou, AG ;
Boahen, KA .
ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 1996, 9 (02) :141-166
[2]   Motion vision sensor architecture with asynchronous self-signaling pixels [J].
AriasEstrada, M ;
Poussart, D ;
Tremblay, M .
CAMP'97 - FOURTH IEEE INTERNATIONAL WORKSHOP ON COMPUTER ARCHITECTURE FOR MACHINE PERCEPTION, PROCEEDINGS, 1997, :75-83
[3]  
Azadmehr M, 2005, IEEE INT SYMP CIRC S, P2751
[4]   A 100 x 100 pixel silicon retina for gradient extraction with steering filter capabilities and temporal output coding [J].
Barbaro, M ;
Burgi, PY ;
Mortara, A ;
Nussbaum, P ;
Heitger, F .
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2002, 37 (02) :160-172
[5]   Retinomorphic chips that see quadruple images [J].
Boahen, K .
PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON MICROELECTRONICS FOR NEURAL, FUZZY AND BIO-INSPIRED SYSTEMS, MICORNEURO'99, 1999, :12-20
[6]  
BOAHEN KA, 1992, ADV NEUR IN, V4, P764
[7]   Point-to-point connectivity between neuromorphic chips using address events [J].
Boahen, KA .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2000, 47 (05) :416-434
[8]   Arbitrated time-to-first spike CMOS image sensor with on-chip histogram equalization [J].
Chen Shoushun ;
Bermak, Amine .
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2007, 15 (03) :346-357
[9]   A spatial contrast retina with on-chip calibration for neuromorphic spike-based AER vision systems [J].
Costas-Santos, Jesus ;
Serrano-Gotarredona, Teresa ;
Serrano-Gotarredona, Rafael ;
Linares-Barranco, Bernabe .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2007, 54 (07) :1444-1458
[10]   A biomorphic digital image sensor [J].
Culurciello, E ;
Etienne-Cummings, R ;
Boahen, KA .
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2003, 38 (02) :281-294