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Visiting distant neighbors in graph convolutional networks

Published in ICTIS 2024, 2024

Expanding the notion of graph convolutional neural networks to include farther nodes in the aggregation.

Recommended citation: Hashemi, A., Makse, H.A. (2024). Visiting Distant Neighbors in Graph Convolutional Networks. ICT for Intelligent Systems. ICTIS 2024. Smart Innovation, Systems and Technologies, vol 403. Springer, https://doi.org/10.1007/978-981-97-5799-2_20 https://arxiv.org/abs/2301.10960

Symmetries and synchronization from whole-neural activity in the Caenorhabditis elegans connectome: Integration of functional and structural networks

Published in PNAS, 2025

Study of Symmetrics Graph Fibrations in the functional and structural networks of the C. elegans connectome.

Recommended citation: A.Hashemi, B. Avila, P. Augusto, D. Phillips, T. Gili, M. Zimmer, H. Makse (2025). Symmetries and synchronization from whole-neural activity in C. elegans connectome: Integration of functional and structural networks, Proceedings of the National Academy of Sciences https://www.pnas.org/doi/10.1073/pnas.2417850122

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