Titlebook: Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems; Applications in Dron Ali Safa,Lars Keuninckx,Francky Catthoor Book

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Conclusions and Future Work,This chapter provides conclusions to the various findings presented in this book. This chapter also provides a discussion on the use of Spiking Neural Networks equipped with STDP for the emerging paradigm of continual learning.

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a first-of-its-kind SNN-STDP-based Simultaneous Localizatio.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

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hich 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.978-3-031-63567-0978-3-031-63565-6

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Introduction,continual-learning SNN-STDP algorithms for performing various drone navigation tasks such as Simultaneous Localization and Mapping (SLAM), and people detection from drones, using a sensor fusion approach embarking event-based cameras and radar sensors.

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