Книга Neuromorphic Computing: Principles, Challenges, and Future Directions Puja Acharya

Neuromorphic Computing: Principles, Challenges, and Future Directions

DE

Автор: Puja Acharya
Език: Английски език
Корици: С меки корици
Издател: OmniScriptum
Наличност: Външен склад
Изпращаме след 5-8 дни
40.27 78.77 лв
The book begins with an introduction to the principles of neuromorphic computing, highlighting its i...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С меки корици
Издадена
2024
страници
60
EAN
9786207471904
Enbook ID
45687598
Издател
Теглоt
107
Размери
150 x 220

Пълно описание

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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