Neuromorphic Computing: Principles, Challenges, and Future Directions - Brossura

Acharya, Puja

 
9786207471904: Neuromorphic Computing: Principles, Challenges, and Future Directions
Brossura
ISBN 10: 6207471903 ISBN 13: 9786207471904
Casa editrice: LAP LAMBERT Academic Publishing, 2024

Sinossi

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.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
6207471903
ISBN 13 
9786207471904
Rilegatura
Copertina flessibile
Numero di pagine
60
Contatto del produttore
non disponibile
Persona responsabile
KreGa Onlinehandel GmbH
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info@krega-onlinehandel.de

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