Badong Chen: Neuromorphic Intelligence
Neuromorphic Intelligence
Buch
- Learning, Architectures and Large-Scale Systems
- Springer Nature Switzerland, 05/2024
- Einband: Gebunden, HC runder Rücken kaschiert
- Sprache: Englisch
- ISBN-13: 9783031578724
- Bestellnummer: 11869691
- Umfang: 260 Seiten
- Auflage: 2024
- Gewicht: 670 g
- Maße: 246 x 173 mm
- Stärke: 19 mm
- Erscheinungstermin: 15.5.2024
- Serie: Synthesis Lectures on Engineering, Science, and Technology
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
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. Badong Chen
,
Neuromorphic Intelligence
EUR 43,80*