Reservoir-Based Graph Convolutional Networks
RGC-Net (Reservoir-based Graph Convolutional Network), which integrates reservoir dynamics with structured graph convolution, achieves state-of-the-art performance in classification and generative tasks, including brain graph evolution, with faster convergence and mitigated over-smoothing.
Mayssa Soussia, Gita Ayu Salsabila, Mohamed Ali Mahjoub et al.
· IEEE Transactions on Pattern... · 1 citation