Neuromorphic Olfaction - Couverture souple

Couverture souple

ISBN 10 : 0367380153 ISBN 13 : 9780367380151

Editeur : CRC Press, 2019

Synopsis

Many advances have been made in the last decade in the understanding of the computational principles underlying olfactory system functioning. Neuromorphic Olfaction is a collaboration among European researchers who, through NEUROCHEM (Fp7-Grant Agreement Number 216916)—a challenging and innovative European-funded project—introduce novel computing paradigms and biomimetic artifacts for chemical sensing. The implications of these findings are relevant to a wide audience, including researchers in artifical olfaction, neuroscientists, physiologists, and scientists working with chemical sensors.

Developing neuromorphic olfaction from conceptual points of view to practical applications, this cross-disciplinary book examines:

• The biological components of vertebrate and invertebrate chemical sensing systems



• The early coding pathways in the biological olfactory system, showing how nonspecific receptor populations may have significant advantages in encoding odor intensity as well as odor identity



• The redundancy and the massive convergence of the olfactory receptor neurons to the olfactory bulb



• A neuromorphic approach to artificial olfaction in robots



• Reactive and cognitive search strategies for olfactory robots



• The implementation of a computational model of the mammalian olfactory system

The book’s primary focus is on translating aspects of olfaction into computationally practical algorithms. These algorithms can help us understand the underlying behavior of the chemical senses in biological systems. They can also be translated into practical applications, such as robotic navigation and systems for uniquely detecting chemical species in a complex background.

A propos du livre

À propos de l?auteur

Krishna Persaud has been involved in research in chemoreception, crossing disciplines from biological aspects of olfaction to sensor arrays, electronics, signal processing and pattern recognition, and commercial development of artificial olfaction technologies.

Santiago Marco's research concerns the development of signal/ data processing algorithmic solutions for smart chemical sensing based in sensor arrays or microspectrometers integrated with Microsystem Technologies.

Agustín Gutiérrez-Gálvez's research interests include biologically inspired processing for gas sensor arrays, computational models of the olfactory system, pattern recognition, and dynamical systems.

Détails de l'édition

• Éditeur: CRC Press
• Date d'édition: 2019
• Langue: anglais
• ISBN 10: 0367380153
• ISBN 13: 9780367380151
• Reliure: Broché
• Nombre de pages: 216
• Éditeur: Persaud Krishna C., Marco Santiago, Gutierrez-Galvez Agustin
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible