Alain Cappy

Neuro-Inspired Information Processing

• Gebundenes Buch

Produktbeschreibung

With the end of Moore's law and the emergence of new application needs such as those of the Internet of Things (IoT) or artificial intelligence (AI), neuro-inspired, or neuromorphic, information processing is attracting more and more attention from the scientific community. Its principle is to emulate in a simplified way the formidable machine to process information which is the brain, with neurons and artificial synapses organized in network. These networks can be software - and therefore implemented in the form of a computer program - but also hardware and produced by nanoelectronic circuits. The �material� path allows very low energy consumption, and the possibility of faithfully reproducing the shape and dynamics of the action potentials of living neurons (biomimetic approach) or even being up to a thousand times faster (high frequency approach). This path is promising and welcomed by the major manufacturers of nanoelectronics, as circuits can now today integrate several million neurons and artificial synapses.

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Produktdetails

• Verlag: Wiley
• Seitenzahl: 240
• Erscheinungstermin: 16. Juni 2020
• Englisch
• Abmessung: 244mm x 161mm x 20mm
• Gewicht: 494g
• ISBN-13: 9781786304728
• ISBN-10: 1786304724
• Artikelnr.: 58817320

Autorenporträt

Alain Cappy is Professor Emeritus at the University of Lille, France. His research activities first concerned the design, manufacture and characterization of high frequency micro- and nanodevices. Since 2010, he has been working on neuro-inspired information processing architectures.