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Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Knihy po nemecky Naturwissenschaften, Medizin, Informatik, Technik Technik Maschinenbau, Fertigungstechnik

• Celý názov: Neuromorphic Intelligence
• Autor: Shuangming Yang
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 260
• EAN: 9783031578755
• ISBN: 3031578759
• ID: 48869905
• Nakladateľ: Springer Nature Switzerland
• Hmotnosť: 442 g
• Rozmery: 240 × 168 × 15 mm
• Dátum vydania: 16. May 2025

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