My Publications

Publications

Journal & Conference Papers

  • A Dendritic-Inspired Network Generative Model for Topological Initialization of Connectivity in Sparse Artificial Neural Networks
    Diego Cerretti, Yingtao Zhang, Carlo Vittorio Cannistraci — Preprint
  • Brain network science modelling of sparse neural networks enables Transformers and LLMs to perform as fully connected
    Yingtao Zhang, Diego Cerretti, Jialin Zhao, Wenjing Wu, Ziheng Liao, Umberto Michieli, Carlo Vittorio Cannistraci — arXiv:2501.19107 (Accepted at NeurIPS 2025)