Name: Neuromorphic Computing: Principles, Challenges, and Future Directions (en Inglés)
Price: 184.45 PEN
Availability: InStock
Author: Acharya, Puja
ISBN: 9786207471904

portada Neuromorphic Computing: Principles, Challenges, and Future Directions (en Inglés)

Neuromorphic Computing: Principles, Challenges, and Future Directions (en Inglés)

Formato

Libro Físico

Autor

Puja Acharya

Editorial

LAP Lambert Academic Publishing

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

Dimensiones

22.9 x 15.2 x 0.4 cm

Peso

0.10 kg.

ISBN13

9786207471904

Categorías

Tecnología: cuestiones generales

Neuromorphic Computing: Principles, Challenges, and Future Directions (en Inglés)

Puja Acharya (Autor) · LAP Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "Neuromorphic Computing: Principles, Challenges, and Future Directions (en Inglés)"

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.