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03/22/2022
TransSleep: Transitioning-aware Attention-based Deep Neural Network for Sleep Staging
Sleep staging is essential for sleep assessment and plays a vital role a...
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04/11/2021
Fine-Grained Attention for Weakly Supervised Object Localization
Although recent advances in deep learning accelerated an improvement in ...
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07/01/2020
A Novel RL-assisted Deep Learning Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs
In this work, we formulate the problem of estimating and selecting task-...
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03/02/2020
Multi-Scale Neural network for EEG Representation Learning in BCI
Recent advances in deep learning have had a methodological and practical...
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10/17/2019