Graph-coupled oscillator networks
We propose Graph-Coupled Oscillator Networks (GraphCON), a novel framework for deep learning on graphs. It is based on discretizations of a second-order system of ordinary differential equations (ODEs), which model a network of nonlinear controlled and damped oscillators, coupled via the adjacency s...
| Hauptverfasser: | , , , , |
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| Format: | Conference item |
| Sprache: | English |
| Veröffentlicht: |
Journal of Machine Learning Research
2022
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