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MHFNet: A Multimodal Hybrid-embedding Fusion Network for Automatic Sleep Staging
Scoring sleep stages is essential for evaluating the status of sleep continuity and
comprehending its structure. Despite previous attempts, automating sleep scoring remains …
comprehending its structure. Despite previous attempts, automating sleep scoring remains …
EEGMobile: Enhancing Speed and Accuracy in EEG-Based Gaze Prediction with Advanced Mobile Architectures
Electroencephalography (EEG) analysis is an important domain in the realm of Brain-
Computer Interface (BCI) research. To ensure BCI devices are capable of providing practical …
Computer Interface (BCI) research. To ensure BCI devices are capable of providing practical …
Effect of Kernel Size on CNN-Vision-Transformer-Based Gaze Prediction Using Electroencephalography Data
C Qiu, B Liang, ML Key - International Conference on Human-Computer …, 2024 - Springer
In this paper, we present an algorithm of gaze prediction from Electroencephalography
(EEG) data. EEG-based gaze prediction is a new research topic that can serve as an …
(EEG) data. EEG-based gaze prediction is a new research topic that can serve as an …
Refining Human-Data Interaction: Advanced Techniques for EEGEyeNet Dataset Precision
The EEGEyeNet dataset merges EEG data with eye-tracking technology to advance
cognitive research at the intersection of brain dynamics and eye movement. By develo** …
cognitive research at the intersection of brain dynamics and eye movement. By develo** …
A Hybrid Approach for Driving Behavior Recognition: Integration of CNN and Transformer-Encoder with EEG data
Y Wang, T Liu, Y Qin, S Shen… - 2023 IEEE 98th Vehicular …, 2023 - ieeexplore.ieee.org
Human factors are considered as one of the main causes affecting road traffic safety.
Therefore, it is highly necessary to establish a driving behavior model for predicting driver …
Therefore, it is highly necessary to establish a driving behavior model for predicting driver …
[PDF][PDF] Towards Semi-Supervised Region-Learning for Electroencephalography Models
While DETRtime [1] is a powerful architecture for detecting events in time series signals,
there are still several issues where it can be improved upon. Therefore, in this project report …
there are still several issues where it can be improved upon. Therefore, in this project report …
[PDF][PDF] Overview of Achievements
R Wattenhofer - 2024 - disco.ethz.ch
Objective Overview of Achievements Page 1 Roger Wattenhofer ETH Zurich, 8092 Zurich,
Switzerland phone +41 44 632 6312, fax +41 44 632 1035 wattenhofer@ethz.ch, www.disco.ethz.ch …
Switzerland phone +41 44 632 6312, fax +41 44 632 1035 wattenhofer@ethz.ch, www.disco.ethz.ch …