Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment

Haokun Gui; Xiucheng Li; Xinyang Chen

2024 ICML ICML 2024

Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment

Abstract

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Authors

Haokun Gui, Xiucheng Li, Xinyang Chen

Topics

Machine Learning > Learning Types > Self-Supervised Learning Data Science & Analytics > Methods > Time Series Deep Learning > Learning Types > Representation Learning

Keywords

self-supervised learning vector quantization random projection masked time series modeling phase alignment eeg

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