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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 review several recently implemented large-scale digital neuromorphic systems by the authors, providing corresponding application scenarios.

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Computer science Artificial intelligence

• Celý názov: Neuromorphic Intelligence
• Podnázov: Learning, Architectures and Large-Scale Systems
• Autor: Badong Chen
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 190
• EAN: 9783031578724
• ID: 45246247
• Nakladateľ: Springer, Berlin
• Hmotnosť: 607 g
• Rozmery: 240 × 168 mm
• Dátum vydania: 10. September 2024

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