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Maximilian Puelma Touzel
Maximilian Puelma Touzel
Mila, Universite de Montreal
Verified email at mila.quebec - Homepage
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Cited by
Cited by
Year
Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins
MV Pogorelyy, AA Minervina, M Puelma Touzel, AL Sycheva, EA Komech, ...
Proceedings of the National Academy of Sciences 115 (50), 12704-12709, 2018
1002018
Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics
G Kerg, K Goyette, M Puelma Touzel, G Gidel, E Vorontsov, Y Bengio, ...
arXiv preprint arXiv:1905.12080, 2019
742019
Dynamical models of cortical circuits
F Wolf, R Engelken, M Puelma-Touzel, JDF Weidinger, A Neef
Current opinion in neurobiology 25, 228-236, 2014
592014
Optimal bounded-error strategies for projective measurements in nonorthogonal-state discrimination
MAP Touzel, RBA Adamson, AM Steinberg
Physical Review A—Atomic, Molecular, and Optical Physics 76 (6), 062314, 2007
472007
On lyapunov exponents for rnns: Understanding information propagation using dynamical systems tools
R Vogt, M Puelma Touzel, E Shlizerman, G Lajoie
Front. Appl. Math. Stat. 10.3389/fams.2022.818799, 2022
332022
Inferring the immune response from repertoire sequencing
M Puelma Touzel, AM Walczak, T Mora
PLOS Computational Biology 16 (4), e1007873, 2020
262020
Invasions of host-associated microbiome networks
CL Murall, JL Abbate, MP Touzel, E Allen-Vercoe, S Alizon, R Froissart, ...
Advances in ecological research 57, 201-281, 2017
262017
Origin of public memory B cell clones in fish after antiviral vaccination
S Magadan, L Jouneau, M Puelma Touzel, S Marillet, W Chara, A Six, ...
Frontiers in immunology 9, 2115, 2018
172018
Complete firing-rate response of neurons with complex intrinsic dynamics
M Puelma Touzel, F Wolf
PLoS computational biology 11 (12), e1004636, 2015
172015
Continual Learning In Environments With Polynomial Mixing Times
M Riemer, SC Raparthy, I Cases, G Subbaraj, M Puelma Touzel, I Rish
arXiv preprint arXiv:2112.07066, 2021
72021
Cellular dynamics and stable chaos in balanced networks
M Puelma Touzel
52016
NoisET: Noise Learning and Expansion Detection of T-Cell Receptors
MB Koraichi, M Puelma Touzel, A Mazzolini, T Mora, AM Walczak
The Journal of Physical Chemistry A 126 (40), 7407-7414, 2022
42022
Statistical mechanics of spike events underlying phase space partitioning and sequence codes in large-scale models of neural circuits
M Puelma Touzel, F Wolf
Physical Review E 99 (5), 052402, 2019
42019
Performance-gated deliberation: A context-adapted strategy in which urgency is opportunity cost
M Puelma Touzel, P Cisek, G Lajoie
PLOS Computational Biology 18 (5), e1010080, 2022
12022
NoisET: Noise learning and Expansion detection of T-cell receptors
M Bensouda Koraichi, M Puelma Touzel, A Mazzolini, T Mora, ...
arXiv e-prints, arXiv: 2102.03568, 2021
1*2021
Olfactory bulb network dynamics as a pattern reservoir for adaptive cortical representations
MP Touzel, M Monteforte, F Wolf
BMC Neuroscience 14 (Suppl 1), P422, 2013
12013
Features of chaotic activity in a balanced network of Type II neuronal oscillators
MP Touzel, M Monteforte, F Wolf
BMC Neuroscience 13 (Suppl 1), P10, 2012
12012
Ideology from topic mixture statistics: inference method and example application to carbon tax public opinion
MP Touzel, E Lachapelle
Environmental Data Science 3, e10, 2024
2024
Summarizing Societies: Agent Abstraction in Multi-Agent Reinforcement Learning
A Memarian, M Puelma Touzel, MD Riemer, R Bhati, I Rish
From Cells to Societies: Collective Learning across Scales, 2022
2022
Topic correlation networks inferred from open-ended survey responses reveal signatures of ideology behind carbon tax opinion
M Puelma Touzel, E Lachapelle
NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning, 2022
2022
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Articles 1–20