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The Graph convolutional Networks (GCN) with Persistent Homology and its applications 3/4
December 10, 2021 @ 3:00 pm - 5:00 pm KST
B378 Seminar room, IBS,
55 Expo-ro Yuseong-gu
Daejeon, 34126 Korea, Republic of + Google Map
Daejeon, 34126 Korea, Republic of + Google Map
Neural Networks with the Persistent Diagrams and Graph Classification. We introduce the first paper connecting persistent diagrams to the Neural Networks by Carrier et al,” A neural Network Layer for Persistent Diagrams and New Graph Topological Signatures, 2019, arXiv. We are going to analyse the End-to-End algorithm and learning processes and applications.
Code; tensorflow at https:// github.com/MathieuCarriere/perslay