Search Results for author: Paul François

Found 3 papers, 1 papers with code

Waves, patterns and bifurcations: a tutorial review on the vertebrate segmentation clock

no code implementations1 Mar 2024 Paul François, Victoria Mochulska

Proper vertebrae formation relies on a tissue-wide oscillator called the segmentation clock.

A Waddington landscape for prototype learning in generalized Hopfield networks

1 code implementation4 Dec 2023 Nacer Eddine Boukacem, Allen Leary, Robin Thériault, Felix Gottlieb, Madhav Mani, Paul François

Focusing on the prototype learning dynamics of the internal memories we observe a strong resemblance to the canalized, or low-dimensional, dynamics of cells as they differentiate within a Waddingtonian landscape.

Attack and defence in cellular decision-making: lessons from machine learning

no code implementations10 Jul 2018 Thomas J. Rademaker, Emmanuel Bengio, Paul François

We then apply a gradient-descent approach from machine learning to different cellular decision-making models, and we reveal the existence of two regimes characterized by the presence or absence of a critical point for the gradient.

BIG-bench Machine Learning Decision Making

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