Neuromorphic Intelligence : Learning, Architectures and Large-Scale Systems EPUB
by Shuangming Yang, Badong Chen
Part of the Synthesis Lectures on Engineering, Science, and Technology series
EPUB
- Information
Description
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.
Information
-
Download Now
- Format:EPUB
- Publisher:Springer Nature Switzerland
- Publication Date:14/05/2024
- Category:
- ISBN:9783031578731
Information
-
Download Now
- Format:EPUB
- Publisher:Springer Nature Switzerland
- Publication Date:14/05/2024
- Category:
- ISBN:9783031578731