Neuromorphic Intelligence

Learning, Architectures and Large-Scale Systems

Badong Chen author Shuangming Yang author

Format:Hardback

Publisher:Springer International Publishing AG

Published:15th May '24

Should be back in stock very soon

Neuromorphic Intelligence cover

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.

ISBN: 9783031578724

Dimensions: unknown

Weight: unknown

239 pages

2024 ed.