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TQSleepNet v1.0 — Initial Release

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@HsgTef HsgTef released this 05 Sep 15:20
· 1 commit to main since this release
1645096

Initial release of TQSleepNet.

This release contains the core model implementation of TQSleepNet
(Multi-Scale Temporal-Token Query Network for sleep staging), including:

  • MSTA: multi-scale temporal aggregation (tokenization)
  • GCMF: gated cross-modal fusion with shared cross-modal attention
  • SQD: stage-query decoder
  • Bi-LSTM inter-epoch context modeling
  • Label-smoothing training losses

Code accompanies the paper "TQSleepNet: Multi-Scale Temporal-Token Query
Network with Shared Cross-Modal Attention for Sleep Staging".