Neuromorphic Engineering: Brain-Inspired Computing and Systems - Couverture souple

Roobini, Dr. M. S.; MANOHARI, V. GOWRI; Gowri, M.

 
9786208116897: Neuromorphic Engineering: Brain-Inspired Computing and Systems
Couverture souple
ISBN 10 : 6208116899 ISBN 13 : 9786208116897
Editeur : LAP LAMBERT Academic Publishing, 2025

Synopsis

Neuromorphic Engineering: Brain-Inspired Computing and Systems explores the transformative field of neuromorphic engineering, which mimics the human brain's structure and function to enhance computing. The monograph covers the field's origins, highlighting its advantages over conventional computing in parallel processing, power efficiency, and adaptability. It delves into biological inspirations, including neural networks and synaptic plasticity, and compares neuromorphic hardware to traditional systems. The text discusses brain-inspired algorithms such as Spiking Neural Networks (SNNs), Hebbian learning, and Spike-Timing-Dependent Plasticity (STDP). Applications in robotics, autonomous systems, edge computing, IoT, brain-machine interfaces (BMIs), and AI are examined. It also addresses challenges like scalability, power efficiency, and ethical issues, and considers future research directions, including integration with quantum computing. This resource is essential for understanding neuromorphic engineering’s potential impact on future computing technologies.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2025
Langue
anglais
ISBN 10 
6208116899
ISBN 13 
9786208116897
Reliure
Broché
Nombre de pages
116
Coordonnées du fabricant
non disponible
Personne responsable
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