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Seong-Eun Moon

2 accepted papers

2018

Convolutional Neural Network Approach for Eeg-Based Emotion Recognition Using Brain Connectivity and its Spatial Information

ICASSP 2018accepted

Emotion recognition based on electroencephalography (EEG) has received attention as a way to implement human-centric services. However, there is still much room for improvement, particularly in terms of the recognition accuracy. In this paper, we propose a novel deep learning approach using convolut…

Cited by 0SourceScholar
2018

Eeg-Based Video Identification Using Graph Signal Modeling and Graph Convolutional Neural Network

ICASSP 2018accepted

This paper proposes a novel graph signal-based deep learning method for electroencephalography (EEG) and its application to EEG-based video identification. We present new methods to effectively represent EEG data as signals on graphs, and learn them using graph convolutional neural networks. Experim…

Cited by 0SourceScholar