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Laplacians for Simplicial Complexes
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Classroom Contents
Simplicial Neural Networks
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- 1 Intro
- 2 Convolutional Neural Networks (CNN)
- 3 Data on non-regular grids
- 4 Beyond pairwise interactions Simplicial complexes can model fold interaction
- 5 Why neural networks on simplicial complexes?
- 6 Laplacians for Simplicial Complexes
- 7 Simplicial Convolutional Layer
- 8 Architecture of Simplicial Neural Networks (SNNS)
- 9 Others Topological Neural Networks
- 10 Accuracy in predicting missing citations with SNNS
