Search Results for author: Juan Cheng

Found 3 papers, 0 papers with code

FaFCNN: A General Disease Classification Framework Based on Feature Fusion Neural Networks

no code implementations24 Jul 2023 Menglin Kong, Shaojie Zhao, Juan Cheng, Xingquan Li, Ri Su, Muzhou Hou, Cong Cao

There are two fundamental problems in applying deep learning/machine learning methods to disease classification tasks, one is the insufficient number and poor quality of training samples; another one is how to effectively fuse multiple source features and thus train robust classification models.

Classification Robust classification

EEG-based Emotion Recognition via Efficient Convolutional Neural Network and Contrastive Learning

no code implementations IEEE Sensors Journal 2022 Chang Li, Xuejuan Lin, Yu Liu, Rencheng Song, Juan Cheng, Xun Chen

To achieve a simple and effective model with supervised learning, we propose an efficient CNN and contrastive learning (ECNN-C) method for EEG-based emotion recognition.

Contrastive Learning EEG +1

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