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Apr 11, 2025

Presentation Slide

Research Works

Article 1

Title: Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science

Presenter: WENG Jiayu

Presentation Date: April 11, 2025 (Friday)

Research Areas: Nerual Network, Network Science

DOI: https://www.nature.com/articles/s41467-018-04316-3

Article 2

Title: Structural network measures reveal the emergence of heavy-tailed degree distributions in lottery ticket multilayer perceptrons

Presenter: WENG Jiayu

Presentation Date: April 11, 2025 (Friday)

Research Areas: Nerual Network, Network Science

DOI: https://doi.org/10.1016/j.neunet.2025.107308

Article 3

Title: Network properties determine neural network performance

Presenter: WENG Jiayu

Presentation Date: April 11, 2025 (Friday)

Research Areas: Nerual Network, Network Science

DOI: https://doi.org/10.1038/s41467-024-48069-8

Article 2

Title: Structural network measures reveal the emergence of heavy-tailed degree distributions in lottery ticket multilayer perceptrons

Presenter: WENG Jiayu

Presentation Date: April 11, 2025 (Friday)

Research Areas: Nerual Network, Network Science

DOI: https://doi.org/10.1016/j.neunet.2025.107308

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