Neuromorphic Intelligence
Produktnummer:
1871451ed4747047d3a4ae6622e068cd1c
| Autor: | Chen, Badong Yang, Shuangming |
|---|---|
| Themengebiete: | Artificial general intelligence Brain-inspired intelligence Neuromorphic computing Neuromorphic engineering Spike-driven learning Spiking neural network |
| Veröffentlichungsdatum: | 15.05.2024 |
| EAN: | 9783031578724 |
| Sprache: | Englisch |
| Seitenzahl: | 239 |
| Produktart: | Gebunden |
| Verlag: | Springer International Publishing |
| Untertitel: | Learning, Architectures and Large-Scale Systems |
Produktinformationen "Neuromorphic Intelligence"
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.
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