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

Neuromorphic Computing: Principles, Challenges, and Future Directions

DE

Autor: Puja Acharya
Język: Angielski
Oprawa: Miękka
Wydawca: OmniScriptum
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
164.88
The book begins with an introduction to the principles of neuromorphic computing, highlighting its i...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2024
strony
60
EAN
9786207471904
Enbook ID
45687598
Wydawca
Waga
107
Wymiary
150 x 220

Pełny opis

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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