NeurDuo-EEG：一种具有持久状态和显式记忆的长序列EEG基础模型
NeurDuo-EEG 是一个新型的 EEG 基础模型，通过引入持久状态和显式记忆来克服现有模型的局限性，从而更好地捕捉长时间尺度的动力学。
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证据
- AarXiv cs.LG研究机构2026-10-02 12:00
NeurDuo-EEG introduces multi-timescale memory management with learned consolidation and selective retrieval, enabling persistent modelling of continuous EEG wi…
- AarXiv cs.LG研究机构2026-10-02 12:00
Most EEG foundation models nevertheless process fixed windows independently, limiting their ability to capture information encoded in long-timescale dynamics.…