Retinomorphic vision systems
- 23 December 2002
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
Abstract
The new generation of silicon retinae has two defining characteristics. First, these synthetic retinae are morphologically equivalent to their biological counterparts---at an appropriate level of abstraction. Second, they accomplish _all_ four major operations performed by biological retinae using neurobiological principles: (1) continuous sensing for detection, (2) local automatic gain control for amplification, (3) spatiotemporal bandpass filtering for preprocessing, and (4) adaptive sampling for quantization. I introduce the term _retinomorphic_ to refer to this subclass of the neuromorphic electronic systems [Mead90]. I compare and contrast their design principles with the standard practice in imager design. I argue that neurobiological principles are best suited to perceptive systems [Vittoz94] that go beyond reproducing the dynamic scene, like a conventional video camera does, to extracting salient information in real time [Andreou95]. I shall present results from a fully operational retinomorphic vision system and discuss the trade-offs involved in its design.Keywords
This publication has 31 references indexed in Scilit:
- A communication scheme for analog VLSI perceptive systemsIEEE Journal of Solid-State Circuits, 1995
- Simulation of an anatomically defined local circuit: The cone-horizontal cell network in cat retinaVisual Neuroscience, 1995
- Computational studies on the interaction between red cone and H1 horizontal cellVision Research, 1995
- Scaling of MOS technology to submicrometer feature sizesJournal of Signal Processing Systems, 1994
- An inherently linear and compact MOST-only current division techniqueIEEE Journal of Solid-State Circuits, 1992
- A small pixel CMD image sensorIEEE Transactions on Electron Devices, 1991
- Neuromorphic electronic systemsProceedings of the IEEE, 1990
- MicropipelinesCommunications of the ACM, 1989
- A model for spatiotemporal frequency responses in the X cell pathway of the cat's retinaVision Research, 1989
- Lightness scale from image intensity distributionsApplied Optics, 1982