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Supervised learning in spiking neural networks with synaptic delay-weight plasticity.

, , , , , , , , и . Neurocomputing, (2020)

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Stephanie Chua

Yansong Liu

Siewteen Chua

Modesto Chua

Shih-yu Chuang

 

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Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks., , , , , , , , , и 1 other автор(ы). IEEE Trans. Neural Networks Learn. Syst., 33 (5): 1947-1958 (2022)Gradient Mask: Lateral Inhibition Mechanism Improves Performance in Artificial Neural Networks., , , и . CoRR, (2022)Training Spiking Neural Networks with Local Tandem Learning., , , , , и . NeurIPS, (2022)Competitive STDP-based Feature Representation Learning for Sound Event Classification., , , и . IJCNN, стр. 1-8. IEEE, (2019)A Biologically Plausible Speech Recognition Framework Based on Spiking Neural Networks., , и . IJCNN, стр. 1-8. IEEE, (2018)Multiple Plasticity Mechanisms Enhance Associative Memory Retrieval in a Spiking Network Model of the Hippocampus., и . AAAI Spring Symposia, AAAI Press, (2017)Adaptive Axonal Delays in Feedforward Spiking Neural Networks for Accurate Spoken Word Recognition., , , , и . ICASSP, стр. 1-5. IEEE, (2023)Robust Sound Recognition: A Neuromorphic Approach., , , , , и . INTERSPEECH, стр. 3667-3668. ISCA, (2019)Spiking Structured State Space Model for Monaural Speech Enhancement., , и . ICASSP, стр. 766-770. IEEE, (2024)Spike-Timing-Dependent Back Propagation in Deep Spiking Neural Networks., , , , , , , и . CoRR, (2020)