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Sophie Achard

Univ Grenoble Alpes

France

  • Univ Grenoble Alpes

SCHOLARLY PAPERS

2

DOWNLOADS

50

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Exploring Continual Learning Strategies in Artificial Neural Net-Exploring Continual Learning Strategies in Artificial Neural Networks Through Graph-Based Analysis of Connectivity: Insights from a Brain-Inspired Perspective

Number of pages: 50 Posted: 24 Jul 2024
Lucrezia Carboni, Dwight Nwaigwe, Marion Mainsant, Raphael Bayle, Marina Reyboz, Martial Mermillod, Michel Dojat and Sophie Achard
University Grenoble Alpes, University Grenoble Alpes, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University Grenoble Alpes, Univ Grenoble Alpes and Univ Grenoble Alpes
Downloads 32 (1,290,922)

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catastrophic forgetting, continual learning, graph modeling, bio-inspired AI, artificial neural networks, connectivity

2.

Graph-Based Methods Coupled with Specific Distributional Distances for Adversarial Attack Detection

Number of pages: 25 Posted: 13 Jun 2023
Dwight Nwaigwe, Lucrezia Carboni, Martial Mermillod, Sophie Achard and Michel Dojat
University Grenoble Alpes, University Grenoble Alpes, University Grenoble Alpes, Univ Grenoble Alpes and Univ Grenoble Alpes
Downloads 18 (1,470,786)

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artificial neural network, Graph Theory, deep learning, Machine learning, adversarial, Wasserstein, bio-inspired