Książka 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

Język: Angielski
Oprawa: Twarda
Wydawca: Springer, Berlin
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
477.36
This book provides novel theoretical foundations and experimental demonstrations of Spiking Neural N...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2024
strony
210
EAN
9783031635649
Enbook ID
46020012
Waga
461
Wymiary
155 x 235

Pełny opis

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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