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Towards an analogue neuromorphic VLSI instrument for the sensing of complex odours
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Ab Aziz, Muhammad Fazli, Harun, Fauzan Khairi Che, Covington, James A. and Gardner, J. W. (2011) Towards an analogue neuromorphic VLSI instrument for the sensing of complex odours. In: 14th International Symposium on Olfaction and Electronic Nose (ISOEN 2011), New York City, U.S.A., May 2-5, 2011. Published in: Proceedings of the 14th International Symposium on Olfaction and Electronic Nose, Vol. 1362 pp. 223-224. doi:10.1063/1.3626367 ISSN 0094-243X.
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Official URL: http://dx.doi.org/10.1063/1.3626367
Abstract
Almost all electronic nose instruments reported today employ pattern recognition algorithms written in software and run on digital processors, e.g. micro‐processors, microcontrollers or FPGAs. Conversely, in this paper we describe the analogue VLSI implementation of an electronic nose through the design of a neuromorphic olfactory chip. The modelling, design and fabrication of the chip have already been reported. Here a smart interface has been designed and characterised for thisneuromorphic chip. Thus we can demonstrate the functionality of the a VLSI neuromorphic chip, producing differing principal neuron firing patterns to real sensor response data. Further work is directed towards integrating 9 separate neuromorphic chips to create a large neuronal network to solve more complex olfactory problems.
| Item Type: | Conference Item (Paper) | ||||
|---|---|---|---|---|---|
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering | ||||
| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||
| Journal or Publication Title: | Proceedings of the 14th International Symposium on Olfaction and Electronic Nose | ||||
| Publisher: | American Institute of Physics | ||||
| ISSN: | 0094-243X | ||||
| Official Date: | October 2011 | ||||
| Dates: |
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| Volume: | Vol. 1362 | ||||
| Page Range: | pp. 223-224 | ||||
| DOI: | 10.1063/1.3626367 | ||||
| Status: | Not Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Access rights to Published version: | Restricted or Subscription Access | ||||
| Conference Paper Type: | Paper | ||||
| Title of Event: | 14th International Symposium on Olfaction and Electronic Nose (ISOEN 2011) | ||||
| Type of Event: | Other | ||||
| Location of Event: | New York City, U.S.A. | ||||
| Date(s) of Event: | May 2-5, 2011 |
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