2 papers
q-bio.QM2026
Sandscapes: self-modifying energy landscapes with emergent branching and flips
Nacer Eddine Boukacem, Madhav Mani, Paul François
Energy landscapes provide a common framework for describing learning, embryonic development, and collective dynamics. Although such landscapes may evolve over time, their dynamics…
physics.bio-ph2018
Attack and defence in cellular decision-making: lessons from machine learning
Thomas J. Rademaker, Emmanuel Bengio, Paul François
Machine learning algorithms can be fooled by small well-designed adversarial perturbations. This is reminiscent of cellular decision-making where ligands (called antagonists) preve…