Spintronics-Based Neuromorphic Computing
The book discusses almost all aspects of spintronics-based neuromorphic computing, starting from a very basic level, and will be of interest to both spintronics and neuromorphic computing communities. The chapters also cover most simulation and experimental studies reported recently by various resea...
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| フォーマット: | 電子媒体 eBook |
| 言語: | 英語 |
| 出版事項: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2024.
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| 版: | 1st ed. 2024. |
| シリーズ: | Springer Tracts in Electrical and Electronics Engineering,
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| 主題: | |
| オンライン･アクセス: | https://doi.org/10.1007/978-981-97-4445-9 |
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目次:
- Why Spintronics-Based Neuromorphic Computing?
- Introduction to Nanomagnetism and Spintronics
- Introduction to Computing
- Introduction to Neural Networks
- Ferromagnetic Domain-Wall Devices as Synapses and Neurons
- Design of Non-Spiking Neural Networks with Domain-Wall Devices
- Design of Spiking Neural Networks with Domain-Wall Devices
- Spintronic Oscillators and Their Synchronization Properties
- Neuromorphic Computing using Spintronic Oscillators
- Neural Networks and Probabilistic Computing Through Stochastic Magnetic Switching.