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Neuromorphic Intelligence

Language EnglishEnglish
Book Paperback
Book Neuromorphic Intelligence Shuangming Yang
Libristo code: 48869905
Publishers Springer Nature Switzerland, May 2025
This book provides a valuable resource on the design of neuromorphic intelligence, which serves as a... Full description
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This book provides a valuable resource on the design of neuromorphic intelligence, which serves as a computational foundation for building compact and low-power brain-inspired intelligent systems. The book introduces novel spiking neural network learning algorithms, including spike-based learning based on the multi-compartment model and spike-based learning with information theory. These offer important insights and academic value for readers to grasp the latest advances in neural-inspired learning. Additionally, the book presents insights and approaches to the design of scalable neuromorphic architectures, which are crucial foundations for achieving highly cognitive and energy-efficient computing systems. Furthermore, the book introduces representative large-scale neuromorphic systems and reviews several recently implemented large-scale digital neuromorphic systems by the authors, providing corresponding application scenarios.

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About the book

Full name Neuromorphic Intelligence
Language English
Binding Book - Paperback
Date of issue 2025
Number of pages 260
EAN 9783031578755
ISBN 3031578759
Libristo code 48869905
Weight 442
Dimensions 168 x 240 x 15
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