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Updated: Jan 18, 2026

Using Neuron Spiking Activity to Trigger Closed-Loop Stimuli in Neurophysiological Experiments
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沿道区域整合和多次发射神经元:改善尖端神经网络的时空学习

Mincheng Cai, Quan Liu, Kun Chen

    IEEE transactions on neural networks and learning systems
    |September 11, 2025
    PubMed
    概括

    本研究介绍了通道区域整合和多次发射 (CRIMF) 神经元,以增强尖端神经网络 (SNN) 以获得卓越的时空学习和能源效率. CRIMF神经元克服了记忆的局限性,梯度问题和网络退化,在复杂的任务上表现优于现有的方法.

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