NEUROMORPHIC COMPUTING AND ITS TRANSFORMATIVE APPLICATIONS - Couverture souple

S. Tomar, Prof. ( Dr.) Balvir; Rafi, Prof.(Dr.) K Mahammad; Jena, S. R.

Couverture souple

ISBN 10 : 8197284997 ISBN 13 : 9788197284991

Editeur : Doctorate International Publications - NGUI USA, 2025

Synopsis

Neuromorphic Computing and Its Transformative Applications explores the revolutionary field of brain-inspired computing, bridging neuroscience, artificial intelligence, and hardware innovation. This book provides a comprehensive roadmap, starting with the foundations of neuromorphic computing and tracing its evolution from traditional von Neumann architectures to cutting-edge, brain-like systems. Covering key principles like Spiking Neural Networks (SNNs), plasticity, and energy efficiency, it delves into advanced algorithms like Hebbian learning, STDP, and Backpropagation Through Time (BPTT). The book examines the hardware behind neuromorphic systems, such as Intel Loihi, IBM TrueNorth, and memristor-based crossbar arrays, along with their real-world applications in AI, robotics, healthcare, IoT, and autonomous vehicles. It addresses critical topics like low-power inference, real-time sensory processing, and adaptive systems while highlighting case studies in smart cameras, drones, and brain-machine interfaces.

Détails de l'édition

• Éditeur: Doctorate International Publications - NGUI USA
• Date d'édition: 2025
• Langue: anglais
• ISBN 10: 8197284997
• ISBN 13: 9788197284991
• Reliure: Broché
• Nombre de pages: 229
• Coordonnées du fabricant: Manufactured by Amazon on behalf of the author; https://www.amazon.fr/hz/contact-us; ; c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy; Luxembourg; L-1855; Luxembourg