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

Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems

Applications in Drone Navigation and Radar Sensing Actions

Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
42 971 Ft
This book provides novel theoretical foundations and experimental demonstrations of Spiking Neural N...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2024
oldal
210
EAN
9783031635649
Enbook ID
46020012
Súly
461
Méretek
155 x 235

Teljes leírás

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

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