Search alternatives:
significant attention » significant potential (Expand Search), significant reduction (Expand Search)
changes decrease » larger decrease (Expand Search), change increases (Expand Search), largest decrease (Expand Search)
attention layer » attention based (Expand Search)
significant attention » significant potential (Expand Search), significant reduction (Expand Search)
changes decrease » larger decrease (Expand Search), change increases (Expand Search), largest decrease (Expand Search)
attention layer » attention based (Expand Search)
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Two-stage attention layer process.
Published 2025“…The outputs from the two branches are fused using weighted integration and passed through a fully connected layer to generate the final SOH estimate. Comparative experiments with four baseline models demonstrate that the proposed time–frequency fusion architecture significantly enhances prediction accuracy, and that each component makes a meaningful contribution to the overall performance.…”
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