| 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 | 103 | 2018 |
| 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 | 76 | 2019 |
| Dynamical models of cortical circuits F Wolf, R Engelken, M Puelma-Touzel, JDF Weidinger, A Neef Current opinion in neurobiology 25, 228-236, 2014 | 59 | 2014 |
| 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 | 47 | 2007 |
| 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 | 38 | 2022 |
| 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 | 28 | 2017 |
| Inferring the immune response from repertoire sequencing M Puelma Touzel, AM Walczak, T Mora PLOS Computational Biology 16 (4), e1007873, 2020 | 26 | 2020 |
| 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 | 17 | 2018 |
| Complete firing-rate response of neurons with complex intrinsic dynamics M Puelma Touzel, F Wolf PLoS computational biology 11 (12), e1004636, 2015 | 17 | 2015 |
| 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 | 7 | 2021 |
| 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 | 5 | 2019 |
| Cellular dynamics and stable chaos in balanced networks M Puelma Touzel | 5 | 2016 |
| 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 | 4 | 2022 |
| 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 | 1 | 2022 |
| 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 | 1 | 2013 |
| 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 | 1 | 2012 |
| 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 |
