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

by Georges Gielen, Ali Safa, Lars Keuninckx

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...

• Format: Hardcover
• Language: English
• ISBN: 3031635647
• ISBN13: 9783031635649
• Release Date: July 2024
• Publisher: Springer
• Length: 214 Pages
• Weight: 1.05 lbs.
• Dimensions: 0.7" x 6.0" x 8.9"