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Updated: Jun 7, 2025

Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches
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在一个集成光子神经网络中出现的自我适应,以实现无反向传播的学习

Alessio Lugnan1, Samarth Aggarwal2, Frank Brückerhoff-Plückelmann3

  • 1Photonics Research Group, Ghent University-imec, Ghent, 9052, Belgium.

Advanced science (Weinheim, Baden-Wurttemberg, Germany)
|November 20, 2024
PubMed
概括

这项研究证明了光子神经网络中新兴的塑料自我适应和多尺度记忆. 这些硬件神经网络在没有外部控制器或奖励信号的情况下实现数字分类的高性能.

关键词:
机器学习是机器学习.神经形态计算是一种神经形态计算.阶段变化材料 阶段变化材料储水池计算计算的使用方法自适应系统的自适应系统光子学是一种光子学.突触性可塑性 突触性可塑性

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