Neural Networks · 2025 · Journal article · Lead author with a top-venue record

Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective

Lucrezia Carboni, Dwight Nwaigwe, Marion Mainsant, Raphaël Bayle, Marina Reyboz, Martial Mermillod, Michel Dojat, Sophie Achard

Centre National de la Recherche Scientifique · Inserm · Centre Inria de l'Université Grenoble Alpes · Laboratoire Jean Kuntzmann · Grenoble Institute of Neurosciences · Université Grenoble Alpes · Commissariat à l'Énergie Atomique et aux Énergies Alternatives · CEA Grenoble · Laboratoire d'Intégration des Systèmes et des Technologies · Université Savoie Mont Blanc · Laboratoire de Psychologie et NeuroCognition · Institut polytechnique de Grenoble

Date
2025-01-15
Citations
6
Cite
@article{carboni2025exploring,
  title = {Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective},
  author = {Lucrezia Carboni and Dwight Nwaigwe and Marion Mainsant and Raphaël Bayle and Marina Reyboz and Martial Mermillod and Michel Dojat and Sophie Achard},
  year = {2025},
  journal = {Neural Networks},
  doi = {10.1016/j.neunet.2025.107125},
  url = {https://doi.org/10.1016/j.neunet.2025.107125},
}