Exploring Adaptive Graph Topologies and Temporal Graph Networks for EEG-Based Depression Detection

• Main Authors: Gang Luo (Author), Hong Rao (Author), Panfeng An (Author), Yunxia Li (Author), Ruiyun Hong (Author), Wenwu Chen (Author), Shengbo Chen (Author)
• 格式: 圖書
• 出版: IEEE, 2023-01-01T00:00:00Z.
• 主題: article
• 在線閱讀: Connect to this object online.

In recent years, Graph Neural Networks (GNNs) based on deep learning techniques have achieved promising results in EEG-based depression detection tasks but still have some limitations. Firstly, most existing GNN-based methods use pre-computed graph adjacency matrices, which ignore the differences in...