Maximilian Puelma Touzel

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 9

Top Topics

Recurrent Networks

Lyapunov Exponents

Temporal Patterns

Top Venues

PLoS Comput. Biol.

Frontiers Appl. Math. Stat.

Publications

Zachary Yang, Anne Imouza, Maximilian Puelma Touzel, Cécile Amadoro, Gabrielle Desrosiers-Brisebois, Kellin Pelrine, Sacha Levy, Jean-François Godbout, Reihaneh Rabbany
Regional and Temporal Patterns of Partisan Polarization during the COVID-19 Pandemic in the United States and Canada. CoRR (2024)
Maximilian Puelma Touzel, Paul Cisek, Guillaume Lajoie
Performance-gated deliberation: A context-adapted strategy in which urgency is opportunity cost. PLoS Comput. Biol. 18 (5) (2022)
Ryan Vogt, Maximilian Puelma Touzel, Eli Shlizerman, Guillaume Lajoie
On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools. Frontiers Appl. Math. Stat. 8 (2022)
Matthew Riemer, Sharath Chandra Raparthy, Ignacio Cases, Gopeshh Subbaraj, Maximilian Puelma Touzel, Irina Rish
Continual Learning In Environments With Polynomial Mixing Times. NeurIPS (2022)
Matthew Riemer, Sharath Chandra Raparthy, Ignacio Cases, Gopeshh Subbaraj, Maximilian Puelma Touzel, Irina Rish
Continual Learning In Environments With Polynomial Mixing Times. CoRR (2021)
Ryan Vogt, Maximilian Puelma Touzel, Eli Shlizerman, Guillaume Lajoie
On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools. CoRR (2020)
Maximilian Puelma Touzel, Aleksandra M. Walczak, Thierry Mora
Inferring the immune response from repertoire sequencing. PLoS Comput. Biol. 16 (4) (2020)
Giancarlo Kerg, Kyle Goyette, Maximilian Puelma Touzel, Gauthier Gidel, Eugene Vorontsov, Yoshua Bengio, Guillaume Lajoie
Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics. CoRR (2019)
Giancarlo Kerg, Kyle Goyette, Maximilian Puelma Touzel, Gauthier Gidel, Eugene Vorontsov, Yoshua Bengio, Guillaume Lajoie
Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics. NeurIPS (2019)
Maximilian Puelma Touzel, Fred Wolf
Complete Firing-Rate Response of Neurons with Complex Intrinsic Dynamics. PLoS Comput. Biol. 11 (12) (2015)