Beat-Synchronous Tokenization for ECG Transformers
cs.LG, eess.SP
Submitted: 2026-08-31
Updated: 2026-08-31
Code: https://github.com/muha-0/beat-synchronous-tokenizer
Terminology
Sources
- Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram
- Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model
- BEAT-Net: Injecting Biomimetic Spatio-Temporal Priors for Interpretable ECG Diagnosis
- Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia Subtype Discovery
- Representation Learning with Contrastive Predictive Coding
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