WooHyeok Choi

Deep Convolutional Gated Recurrent Unit Combined with Attention Mechanism to Classify Pre-Ictal from Interictal EEG with Minimized Number of Channels

WooHyeok Choi, Min‐Jee Kim, Mi‐Sun Yum et al. · Journal of Personalized Medicine · 2022 · 27 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

META-EEG: Meta-learning-based class-relevant EEG representation learning for zero-calibration brain–computer interfaces

Ji-Wung Han, Soyeon Bak, Jun-Mo Kim et al. · Expert Systems with Applications · 2023 · 21 citations

A Comparative Study on the Influence of Undersampling and Oversampling Techniques for the Classification of Physical Activities Using an Imbalanced Accelerometer Dataset

Dong‐Hwa Jeong, Se-Eun Kim, WooHyeok Choi et al. · Healthcare · 2022 · 18 citations · Full text

Physical Activity, Engineering, Machine Learning +23

The effects of layer-wise relevance propagation-based feature selection for EEG classification: a comparative study on multiple datasets

Hyeonyeong Nam, Jun-Mo Kim, WooHyeok Choi et al. · Frontiers in Human Neuroscience · 2023 · 14 citations · Full text