Remi Monasson
École Normale Supérieure
H-index: 45
Europe-France
Top articles of Remi Monasson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
How disorder impacts information content in continuous attractor networks | Bulletin of the American Physical Society | Tobias Kühn Rémi Monasson | 2024/3/7 |
Structure and individuality of navigation in zebrafish larvae | Mattéo Dommanget-Kott Jorge Fernandez-De-Cossio-Diaz Monica Coraggioso Volker Bormuth Rémi Monasson | 2024/2/8 | |
Replica symmetry breaking and clustering phase transitions in undersampled restricted Boltzmann machines | Jorge Fernandez-De-Cossio-Diaz Thomas Tulinski Simona Cocco Rémi Monasson | 2024/2/8 | |
Deep Tempering with Nested Restricted Boltzmann Machines | Clément Roussel Jorge Fernandez-De-Cossio-Diaz Simona Cocco Rémi Monasson | 2023/1/2 | |
Designing molecular RNA switches with Restricted Boltzmann machines | bioRxiv | Jorge Fernandez-de-Cossio-Diaz Pierre Hardouin Francois-Xavier Lyonnet du Moutier Andrea Di Gioacchino Bertrand Marchand | 2023 |
Mutational paths with sequence-based models of proteins: From sampling to mean-field characterization | Physical Review Letters | Eugenio Mauri Simona Cocco Rémi Monasson | 2023/4/12 |
Accelerated sampling with stacked restricted boltzmann machines | Clément Roussel Jorge Fernandez-de-Cossio-Diaz Simona Cocco Remi Monasson | 2023/10/13 | |
Supervised task learning via stimulation-induced plasticity in rate-based neural networks | Francesco Borra Simona Cocco Rémi Monasson | 2023/12/12 | |
Deciphering the code of viral-host adaptation through maximum entropy models (preprint) | Andrea Di Gioacchino Benjamin D Greenbaum Remi Monasson Simona Cocco | 2023 | |
Direct vs. global transition paths in Potts-like energy landscapes | arXiv preprint arXiv:2304.03128 | Eugenio Mauri Simona Cocco Rémi Monasson | 2023/4/6 |
Information content in continuous attractor neural networks is preserved in the presence of moderate disordered background connectivity | Physical Review E | Tobias Kühn Rémi Monasson | 2023/12/7 |
Evolutionary dynamics of a lattice dimer: a toy model for stability vs. affinity trade-offs in proteins | Journal of Physics A: Mathematical and Theoretical | Emanuele Loffredo Elisabetta Vesconi Rostam Razban Orit Peleg Eugene Shakhnovich | 2023/10/13 |
Minimal epistatic networks from integrated sequence and mutational protein data. | bioRxiv | Simona Cocco Remi Monasson Lorenzo Posani | 2023 |
Disentangling representations in restricted boltzmann machines without adversaries | Physical Review X | Jorge Fernandez-de-Cossio-Diaz Simona Cocco Rémi Monasson | 2023/4/5 |
A transfer-learning approach to predict antigen immunogenicity and T-cell receptor specificity | ELife | Barbara Bravi Andrea Di Gioacchino Jorge Fernandez-de-Cossio-Diaz Aleksandra M Walczak Thierry Mora | 2023/9/8 |
Computational design of novel Cas9 PAM-interacting domains using evolution-based modelling and structural quality assessment | PLOS Computational Biology | Cyril Malbranke William Rostain Florence Depardieu Simona Cocco Remi Monasson | 2023/11/17 |
Continuous quasi-attractors dissolve with too much-or too little-variability | bioRxiv | Francesca Schönsberg Rémi Monasson Alessandro Treves | 2023 |
Emergence of time persistence in a data-driven neural network model | Elife | Sebastien Wolf Guillaume Le Goc Georges Debrégeas Simona Cocco Rémi Monasson | 2023/3/14 |
Transition paths in Potts-like energy landscapes: General properties and application to protein sequence models | Physical Review E | Eugenio Mauri Simona Cocco Rémi Monasson | 2023/8/28 |
Unlearning regularization for Boltzmann Machines | arXiv preprint arXiv:2311.09418 | Enrico Ventura Simona Cocco Rémi Monasson Francesco Zamponi | 2023/11/15 |
