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arxiv_cs_ai ยท Oct 30, 2026 ยท paper

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Backpropagation-free Deep Learning for Time-Series Classification

arxiv.orgOct 30, 2026
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Deep neural networks for time series classification (TSC) are trained almost exclusively by error backpropagation, which imposes update locking and the weight-transport problem. Backpropagation-free learning rules suc...

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