Neuromorphic Computing: Principles, Challenges, and Future Directions - Couverture souple

Acharya, Puja

Couverture souple

ISBN 10 : 6207471903 ISBN 13 : 9786207471904

Editeur : LAP LAMBERT Academic Publishing, 2024

Synopsis

The book begins with an introduction to the principles of neuromorphic computing, highlighting its inspiration from the structure and function of the human brain's neural networks. It discusses the key components of neuromorphic systems, including spiking neurons, synaptic connections, and event-driven processing, and explains how these elements contribute to the parallelism, low-power operation, and adaptability characteristic of biological neural networks. Building upon this foundation, the book explores the current challenges facing neuromorphic computing, with a particular focus on scalability, robustness, and the need for novel algorithms and programming paradigms. It discusses the limitations of existing neuromorphic hardware architectures and algorithms, and examines potential strategies for overcoming these challenges through interdisciplinary research, open collaboration, and innovative solutions. In addition to addressing the challenges, the book also explores the future directions of neuromorphic computing, highlighting emerging trends and promising research directions.

Détails de l'édition

• Éditeur: LAP LAMBERT Academic Publishing
• Date d'édition: 2024
• Langue: anglais
• ISBN 10: 6207471903
• ISBN 13: 9786207471904
• Reliure: Broché
• Nombre de pages: 60
• Coordonnées du fabricant: non disponible
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