Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems - Ali Safa (Buch)

Ali Safa: Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems

Ali Safa, Francky Catthoor, Georges Gielen, Lars Keuninckx

Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems

Buch

Applications in Drone Navigation and Radar Sensing

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EUR 120,46*

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Springer Nature Switzerland, 07/2024
Einband: Gebunden, HC runder Rücken kaschiert
Sprache: Englisch
ISBN-13: 9783031635649
Bestellnummer: 11921864
Umfang: 232 Seiten
Auflage: 2024
Gewicht: 518 g
Maße: 241 x 160 mm
Stärke: 19 mm
Erscheinungstermin: 18.7.2024
Achtung: Artikel ist nicht in deutscher Sprache!

Klappentext

This book provides novel theoretical foundations and experimental demonstrations of Spiking Neural Networks (SNNs) in tasks such as radar gesture recognition for IoT devices and autonomous drone navigation using a fusion of retina-inspired event-based camera and radar sensing. The authors describe important new findings about the Spike-Timing-Dependent Plasticity (STDP) learning rule, which is widely believed to be one of the key learning mechanisms taking place in the brain. Readers will be enabled to create novel classes of edge AI and robotics applications, using highly energy- and area-efficient SNNs