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Analog VLSI design of an adaptive neuromorphic chip for olfactory systems
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Koickal, Thomas J., Hamilton, Alister, Pearce, Tim C., Tan, Su-Lim, Covington, James A. and Gardner, J. W. (2006) Analog VLSI design of an adaptive neuromorphic chip for olfactory systems. In: IEEE International Symposium on Circuits and Systems, Kos Isl, Greece, MAY 21-24, 2006. Published in: 2006 IEEE International Symposium On Circuits And Systems, Proceedings, 1-11 pp. 4547-4550. ISBN 9780780393899. ISSN 0277-674X.
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Abstract
In this paper, we present the analog circuit design and implementation of an adaptive neuromorphic olfaction chip. An analog VLSI device with on-chip chemosensor array, on-chip sensor interface circuitry and on-chip learning neuromorphic olfactory model has been fabricated in a single chip using Austria Microsystems 0.6 mu m CMOS technology. Drawing inspiration from biological olfactory systems, the neuromorphic analog circuits used to process signals from the on-chip odour sensors make use A temporal "spiking" signals to act as carriers of odour information. An on-chip spike time dependent learning circuit is integrated to dynamically adapt weights for odour detection and classification. All the component subsystems implemented on chip have been successfully tested in silicon.
| Item Type: | Conference Item (UNSPECIFIED) | ||||
|---|---|---|---|---|---|
| Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software T Technology > TK Electrical engineering. Electronics Nuclear engineering |
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| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||
| Series Name: | IEEE INTERNATIONAL SYMP ON CIRCUITS AND SYSTEMS | ||||
| Journal or Publication Title: | 2006 IEEE International Symposium On Circuits And Systems, Proceedings | ||||
| Publisher: | IEEE | ||||
| ISBN: | 9780780393899 | ||||
| ISSN: | 0277-674X | ||||
| Official Date: | 2006 | ||||
| Dates: |
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| Volume: | 1-11 | ||||
| Number of Pages: | 4 | ||||
| Page Range: | pp. 4547-4550 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Access rights to Published version: | Restricted or Subscription Access | ||||
| Title of Event: | IEEE International Symposium on Circuits and Systems | ||||
| Type of Event: | Conference | ||||
| Location of Event: | Kos Isl, Greece | ||||
| Date(s) of Event: | MAY 21-24, 2006 |
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