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

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Neuromorphic Intelligence
• Podnázev: Learning, Architectures and Large-Scale Systems
• Autor: Badong Chen
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 190
• EAN: 9783031578724
• ID: 45246247
• Nakladatelství: Springer, Berlin
• Rozměry: 240 × 168 mm
• Datum vydání: 10. September 2024

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