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Real-time reconfigurable subthreshold CMOS perceptron
Mittuniversitetet, Fakulteten för naturvetenskap, teknik och medier, Institutionen för informationsteknologi och medier. (Electronics design division, STC)ORCID-id: 0000-0001-9572-3639
2008 (engelsk)Inngår i: IEEE Transactions on Neural Networks, ISSN 1045-9227, E-ISSN 1941-0093, Vol. 19, nr 4, s. 645-657Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

In this paper, a new, real-time reconfigurable perceptron circuit element is presented. A six-transistor version used as a threshold gate, having a fan-in of three, producing adequate outputs for threshold of T = 1, 2 and 3 is demonstrated by chip measurements. Subthreshold operation for supply voltages in the range of 100-350 mV is shown. The circuit performs competitively with a standard static complimentary metal-oxide-semiconductor (CMOS) implementation when maximum speed and energy delay product are taken into account, when used in a ring oscillator. Functionality per transistor is, to our knowledge, the highest reported for a variety of comparable circuits not based on floating gate techniques. Statistical simulations predict probabilities for making working circuits under mismatch and process variations. The simulations, in 120-nm CMOS, also support discussions regarding lower limits to supply voltage and redundancy. A brief discussion on bow the circuit may be exploited as a basic building block for future defect tolerant mixed signal circuits, as well as neural networks, exploiting redundancy, is included.

 

sted, utgiver, år, opplag, sider
2008. Vol. 19, nr 4, s. 645-657
Emneord [en]
complimentary metal-oxide-semiconductor (CMOS), defect tolerant, nanoscale, perceptron, subthreshold, threshold element
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URN: urn:nbn:se:miun:diva-7038DOI: 10.1109/TNN.2007.912572ISI: 000258766700008Scopus ID: 2-s2.0-42549126746OAI: oai:DiVA.org:miun-7038DiVA, id: diva2:117409
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STC - Sensible Things that CommunicateTilgjengelig fra: 2008-11-13 Laget: 2008-11-12 Sist oppdatert: 2025-09-25bibliografisk kontrollert

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