Maximilian Puelma Touzel

According to our database, Maximilian Puelma Touzel authored at least 6 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Performance-gated deliberation: A context-adapted strategy in which urgency is opportunity cost.

Maximilian Puelma Touzel, Paul Cisek, Guillaume Lajoie

PLoS Comput. Biol., 2022

On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools.

Ryan Vogt, Maximilian Puelma Touzel, Eli Shlizerman, Guillaume Lajoie

Frontiers Appl. Math. Stat., 2022

Continual Learning In Environments With Polynomial Mixing Times.

Matthew Riemer, Sharath Chandra Raparthy, Ignacio Cases, Gopeshh Subbaraj, Maximilian Puelma Touzel, Irina Rish

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Inferring the immune response from repertoire sequencing.

Maximilian Puelma Touzel, Aleksandra M. Walczak, Thierry Mora

PLoS Comput. Biol., 2020

2019

Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics.

Giancarlo Kerg, Kyle Goyette, Maximilian Puelma Touzel, Gauthier Gidel, Eugene Vorontsov, Yoshua Bengio, Guillaume Lajoie

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2015

Complete Firing-Rate Response of Neurons with Complex Intrinsic Dynamics.

Maximilian Puelma Touzel, Fred Wolf

PLoS Comput. Biol., 2015