Dualformer applies a parameter-sharing DualNN via Transformer patches to complex signals, claiming better results on AMR, SSR, and SSP tasks than baselines.
An improved neural network pruning technology for automatic modulation classification in edge devices,
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Dualformer: Efficient Feature Extractor for Complex-valued Blind Communication Signal Analysis
Dualformer applies a parameter-sharing DualNN via Transformer patches to complex signals, claiming better results on AMR, SSR, and SSP tasks than baselines.