Name: Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems. Applications in Drone Navigation and Radar Sensing
SKU: 64791370
Price: 113.19 USD
Availability: InStock
Author: Ali Safa;Lars Keuninckx;Georges Gielen;Francky Catthoor
ISBN: 9783031635670

portada Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems. Applications in Drone Navigation and Radar Sensing

Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems. Applications in Drone Navigation and Radar Sensing

Formato

Libro Físico

Editorial

Springer International Publishing AG

Autor

Ali Safa;Lars Keuninckx;Georges Gielen;Francky Catthoor

Año

2025

N° páginas

214

Encuadernación

Tapa Blanda

Dimensiones

23.5x15.5 cm

ISBN13

9783031635670

Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems. Applications in Drone Navigation and Radar Sensing

Ali Safa;Lars Keuninckx;Georges Gielen;Francky Catthoor (Autor) · Springer International Publishing AG · Tapa Blanda

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Reseña del libro "Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems. Applications in Drone Navigation and Radar Sensing"

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