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Recent Advance in Synaptic Plasticity Modulation Techniques for Neuromorphic Applications
Nano-Micro Letters ( IF 31.6 ) Pub Date : 2024-06-06 , DOI: 10.1007/s40820-024-01445-x Yilin Sun , Huaipeng Wang , Dan Xie
中文翻译:
神经形态应用突触可塑性调节技术的最新进展
更新日期:2024-06-06
Nano-Micro Letters ( IF 31.6 ) Pub Date : 2024-06-06 , DOI: 10.1007/s40820-024-01445-x Yilin Sun , Huaipeng Wang , Dan Xie
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This review delves into the recent progress in high-performance and multifunctional neuromorphic devices for artificial intelligence applications from a novel perspective of plasticity modulation.
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It provides an in-depth discussion on the plasticity modulation strategies by chemical techniques, device structure design and physical signal modulation for advanced neuromorphic applications.
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It offers the prospects of exploring novel plasticity modulation mechanisms and techniques for scaled neural networks and examining their potentials in multimodal collaborative neuromorphic systems.
中文翻译:
![](https://static.x-mol.com/jcss/images/paperTranslation.png)
神经形态应用突触可塑性调节技术的最新进展
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这篇综述从可塑性调节的新角度深入探讨了人工智能应用的高性能和多功能神经形态设备的最新进展。 -
它深入讨论了先进神经形态应用的化学技术、器件结构设计和物理信号调制的可塑性调制策略。 -
它为探索可扩展神经网络的新型可塑性调制机制和技术以及检查它们在多模式协作神经形态系统中的潜力提供了前景。