A bio-inspired two-layer mixed-signal flexible programmable chip for early vision

A bio-inspired model for an analog programmable array processor (APAP), based on studies on the vertebrate retina, has permitted the realization of complex programmable spatio-temporal dynamics in VLSI. This model mimics the way in which images are processed in the visual pathway, what renders a fea...

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Veröffentlicht in:IEEE transaction on neural networks and learning systems 2003-09, Vol.14 (5), p.1313-1336
Hauptverfasser: Galan, R.C., Jimenez-Garrido, F., Dominguez-Castro, R., Espejo, S., Roska, T., Rekeczky, C., Petras, I., Rodriguez-Vazquez, A.
Format: Artikel
Sprache:eng
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Zusammenfassung:A bio-inspired model for an analog programmable array processor (APAP), based on studies on the vertebrate retina, has permitted the realization of complex programmable spatio-temporal dynamics in VLSI. This model mimics the way in which images are processed in the visual pathway, what renders a feasible alternative for the implementation of early vision tasks in standard technologies. A prototype chip has been designed and fabricated in 0.5 /spl mu/m CMOS. It renders a computing power per silicon area and power consumption that is amongst the highest reported for a single chip. The details of the bio-inspired network model, the analog building block design challenges and trade-offs and some functional tests results are presented in this paper.
ISSN:1045-9227
2162-237X
1941-0093
2162-2388
DOI:10.1109/TNN.2003.816377