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PhysioWave-T: Token-Efficient Wavelet Foundation Models for Biosignals

arXiv cs.AI · Yanlong Chen, Simone Benatti, Luca Benini, Cuntai Guan, Yawei Li ·

arXiv:2611.08969v1 Announce Type: new Abstract: We present PhysioWave-T, a token-efficient wavelet foundation model family for EEG, ECG, and sEMG. Dynamic scale folding recombines J+1 wavelet subbands prior to tokenization, compressing sequence length from (J+1)CS to CS tokens for J levels, C channels, and S…

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