Title :
A Spatial Contrast Retina With On-Chip Calibration for Neuromorphic Spike-Based AER Vision Systems
Author :
Costas-Santos, Jesús ; Serrano-Gotarredona, Teresa ; Serrano-Gotarredona, Rafael ; Linares-Barranco, Bernabé
Author_Institution :
Nat. Microelectron. Center, Sevilla
fDate :
7/1/2007 12:00:00 AM
Abstract :
We present a 32 times 32 pixels contrast retina microchip that provides its output as an address event representation (AER) stream. Spatial contrast is computed as the ratio between pixel photocurrent and a local average between neighboring pixels obtained with a diffuser network. This current-based computation produces an important amount of mismatch between neighboring pixels, because the currents can be as low as a few pico-amperes. Consequently, a compact calibration circuitry has been included to trimm each pixel. Measurements show a reduction in mismatch standard deviation from 57% to 6.6% (indoor light). The paper describes the design of the pixel with its spatial contrast computation and calibration sections. About one third of pixel area is used for a 5-bit calibration circuit. Area of pixel is 58 mum times 56 mum , while its current consumption is about 20 nA at 1-kHz event rate. Extensive experimental results are provided for a prototype fabricated in a standard 0.35-mum CMOS process.
Keywords :
CMOS image sensors; calibration; computer vision; eye; AER vision systems; address event representation stream; compact calibration circuitry; contrast retina microchip; diffuser network; mismatch standard deviation; neuromorphic spike; on-chip calibration; size 0.35 mum; spatial contrast computation; spatial contrast retina; standard CMOS process; Calibration; Circuits; Computer networks; Machine vision; Measurement standards; Neuromorphics; Photoconductivity; Prototypes; Retina; System-on-a-chip; Address-event representation (AER); analog circuits; artifical retina; calibration; contrast computation; current-mode circuits; imagers; low-power circuits and systems; mismatch; neuromorphic circuits; sensory systems; trimming; vision systems; weak inversion circuits;
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
DOI :
10.1109/TCSI.2007.900179