A 4×4 Logarithmic Spike Timing Encoding Scheme for Olfactory Sensor Applications

Bin Guo 1 Amine Bermak 1 Maxime Ambard 2 Dominique Martinez 2
2 CORTEX - Neuromimetic intelligence
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : This paper presents a 4×4 logarithmic spike-timing encoding scheme used to translate the output of an integrated tin oxide gas sensor array into spike sequence, which is exploited to perform gas recognition. Hydrogen, Ethanol and Carbon monoxide were used to characterize the gas sensor array. The collected data were then used to test the proposed circuit for spike encoding and gas recognition. Simulation results illustrate that a particular analyte gas generates a unique spike pattern with certain spike ordering sequence, which is independent of the gas concentration. This unique spike sequence can thus be used to recognize different gases. In addition, the concentration information can also be extracted from the time-to-the-first spike in the sequence making it possible to perform not only gas/odor recognition but quantification as well.
Type de document :
Communication dans un congrès
International Symposium on Circuits and Systems - ISCAS 2007, May 2007, New Orleans, United States. IEEE, pp.3554 - 3557, 2007, 〈10.1109/ISCAS.2007.378450〉
Liste complète des métadonnées

Littérature citée [12 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/inria-00401785
Contributeur : Maxime Ambard <>
Soumis le : lundi 6 juillet 2009 - 09:59:40
Dernière modification le : mercredi 18 juillet 2018 - 15:50:02
Document(s) archivé(s) le : mardi 15 juin 2010 - 19:27:57

Fichier

ISCAS_2007.pdf
Fichiers éditeurs autorisés sur une archive ouverte

Identifiants

Collections

Citation

Bin Guo, Amine Bermak, Maxime Ambard, Dominique Martinez. A 4×4 Logarithmic Spike Timing Encoding Scheme for Olfactory Sensor Applications. International Symposium on Circuits and Systems - ISCAS 2007, May 2007, New Orleans, United States. IEEE, pp.3554 - 3557, 2007, 〈10.1109/ISCAS.2007.378450〉. 〈inria-00401785〉

Partager

Métriques

Consultations de la notice

258

Téléchargements de fichiers

173