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ORCIDBibTeX records: Matthieu Gilson
@article{DBLP:journals/corr/abs-2301-10203,
author = {Sandra Nestler and
Moritz Helias and
Matthieu Gilson},
title = {Neuronal architecture extracts statistical temporal patterns},
journal = {CoRR},
volume = {abs/2301.10203},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10203},
doi = {10.48550/ARXIV.2301.10203},
eprinttype = {arXiv},
eprint = {2301.10203},
timestamp = {Fri, 27 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/GilsonDMIH20,
author = {Matthieu Gilson and
David Dahmen and
Rub{\'{e}}n Moreno{-}Bote and
Andrea Insabato and
Moritz Helias},
title = {The covariance perceptron: {A} new paradigm for classification and
processing of time series in recurrent neuronal networks},
journal = {PLoS Comput. Biol.},
volume = {16},
number = {10},
year = {2020},
url = {https://doi.org/10.1371/journal.pcbi.1008127},
doi = {10.1371/JOURNAL.PCBI.1008127},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/GilsonDMIH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/GilsonP20,
author = {Matthieu Gilson and
Jean{-}Pascal Pfister},
title = {Propagation of Spiking Moments in Linear Hawkes Networks},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {19},
number = {2},
pages = {828--859},
year = {2020},
url = {https://doi.org/10.1137/18M1220030},
doi = {10.1137/18M1220030},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamads/GilsonP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NestlerKDGRH20,
author = {Sandra Nestler and
Christian Keup and
David Dahmen and
Matthieu Gilson and
Holger Rauhut and
Moritz Helias},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Unfolding recurrence by Green's functions for optimized reservoir
computing},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/c94a589bdd47870b1d74b258d1ce3b33-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NestlerKDGRH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/DemirtasPGHMBRF19,
author = {Murat Demirtas and
Adri{\'{a}}n Ponce{-}Alvarez and
Matthieu Gilson and
Patric Hagmann and
Dante Mantini and
Viviana Betti and
Gian Luca Romani and
Karl J. Friston and
Maurizio Corbetta and
Gustavo Deco},
title = {Distinct modes of functional connectivity induced by movie-watching},
journal = {NeuroImage},
volume = {184},
pages = {335--348},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2018.09.042},
doi = {10.1016/J.NEUROIMAGE.2018.09.042},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/DemirtasPGHMBRF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GilsonKDMPLRZ19,
author = {Matthieu Gilson and
Nikos E. Kouvaris and
Gustavo Deco and
Jean{-}Fran{\c{c}}ois Mangin and
Cyril Poupon and
Sandrine Lefranc and
Denis Rivi{\`{e}}re and
Gorka Zamora{-}L{\'{o}}pez},
title = {Network analysis of whole-brain fMRI dynamics: {A} new framework based
on dynamic communicability},
journal = {NeuroImage},
volume = {201},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2019.116007},
doi = {10.1016/J.NEUROIMAGE.2019.116007},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/GilsonKDMPLRZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-00824,
author = {David Dahmen and
Matthieu Gilson and
Moritz Helias},
title = {Capacity of the covariance perceptron},
journal = {CoRR},
volume = {abs/1912.00824},
year = {2019},
url = {http://arxiv.org/abs/1912.00824},
eprinttype = {arXiv},
eprint = {1912.00824},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-00824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/Gilson18,
author = {Matthieu Gilson},
title = {Analysis of fMRI data using noise-diffusion network models: a new
covariance-coding perspective},
journal = {Biol. Cybern.},
volume = {112},
number = {1-2},
pages = {153--161},
year = {2018},
url = {https://doi.org/10.1007/s00422-017-0741-y},
doi = {10.1007/S00422-017-0741-Y},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/Gilson18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GlombPGRD18,
author = {Katharina Glomb and
Adri{\'{a}}n Ponce{-}Alvarez and
Matthieu Gilson and
Petra Ritter and
Gustavo Deco},
title = {Stereotypical modulations in dynamic functional connectivity explained
by changes in {BOLD} variance},
journal = {NeuroImage},
volume = {171},
pages = {40--54},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2017.12.074},
doi = {10.1016/J.NEUROIMAGE.2017.12.074},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/GlombPGRD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/PallaresISKMDG18,
author = {Vicente Pallar{\'{e}}s and
Andrea Insabato and
Ana Sanju{\'{a}}n and
Simone K{\"{u}}hn and
Dante Mantini and
Gustavo Deco and
Matthieu Gilson},
title = {Extracting orthogonal subject- and condition-specific signatures from
fMRI data using whole-brain effective connectivity},
journal = {NeuroImage},
volume = {178},
pages = {238--254},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2018.04.070},
doi = {10.1016/J.NEUROIMAGE.2018.04.070},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/PallaresISKMDG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GilsonDFHMBRC18,
author = {Matthieu Gilson and
Gustavo Deco and
Karl J. Friston and
Patric Hagmann and
Dante Mantini and
Viviana Betti and
Gian Luca Romani and
Maurizio Corbetta},
title = {Effective connectivity inferred from fMRI transition dynamics during
movie viewing points to a balanced reconfiguration of cortical interactions},
journal = {NeuroImage},
volume = {180},
number = {Part},
pages = {534--546},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2017.09.061},
doi = {10.1016/J.NEUROIMAGE.2017.09.061},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/GilsonDFHMBRC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10050,
author = {Andrea Insabato and
John P. Cunningham and
Matthieu Gilson},
title = {Bayesian estimation for large scale multivariate Ornstein-Uhlenbeck
model of brain connectivity},
journal = {CoRR},
volume = {abs/1805.10050},
year = {2018},
url = {http://arxiv.org/abs/1805.10050},
eprinttype = {arXiv},
eprint = {1805.10050},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09520,
author = {Matthieu Gilson and
Jean{-}Pascal Pfister},
title = {Propagation of moments in Hawkes networks},
journal = {CoRR},
volume = {abs/1810.09520},
year = {2018},
url = {http://arxiv.org/abs/1810.09520},
eprinttype = {arXiv},
eprint = {1810.09520},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09520.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GlombPGRD17,
author = {Katharina Glomb and
Adri{\'{a}}n Ponce{-}Alvarez and
Matthieu Gilson and
Petra Ritter and
Gustavo Deco},
title = {Resting state networks in empirical and simulated dynamic functional
connectivity},
journal = {NeuroImage},
volume = {159},
pages = {388--402},
year = {2017},
url = {https://doi.org/10.1016/j.neuroimage.2017.07.065},
doi = {10.1016/J.NEUROIMAGE.2017.07.065},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/GlombPGRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/YgerG16,
author = {Pierre Yger and
Matthieu Gilson},
title = {Addendum: Models of Metaplasticity: {A} Review of Concepts},
journal = {Frontiers Comput. Neurosci.},
volume = {10},
pages = {4},
year = {2016},
url = {https://doi.org/10.3389/fncom.2016.00004},
doi = {10.3389/FNCOM.2016.00004},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/YgerG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/GilsonMPRD16,
author = {Matthieu Gilson and
Rub{\'{e}}n Moreno{-}Bote and
Adri{\'{a}}n Ponce{-}Alvarez and
Petra Ritter and
Gustavo Deco},
title = {Estimation of Directed Effective Connectivity from fMRI Functional
Connectivity Hints at Asymmetries of Cortical Connectome},
journal = {PLoS Comput. Biol.},
volume = {12},
number = {3},
year = {2016},
url = {https://doi.org/10.1371/journal.pcbi.1004762},
doi = {10.1371/JOURNAL.PCBI.1004762},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/GilsonMPRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/YgerG15,
author = {Pierre Yger and
Matthieu Gilson},
title = {Models of Metaplasticity: {A} Review of Concepts},
journal = {Frontiers Comput. Neurosci.},
volume = {9},
pages = {138},
year = {2015},
url = {https://doi.org/10.3389/fncom.2015.00138},
doi = {10.3389/FNCOM.2015.00138},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/YgerG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/GilsonSZ15,
author = {Matthieu Gilson and
Cristina Savin and
Friedemann Zenke},
title = {Editorial: Emergent Neural Computation from the Interaction of Different
Forms of Plasticity},
journal = {Frontiers Comput. Neurosci.},
volume = {9},
pages = {145},
year = {2015},
url = {https://doi.org/10.3389/fncom.2015.00145},
doi = {10.3389/FNCOM.2015.00145},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/GilsonSZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/KlebergFG14,
author = {Florence I. Kleberg and
Tomoki Fukai and
Matthieu Gilson},
title = {Excitatory and inhibitory {STDP} jointly tune feedforward neural circuits
to selectively propagate correlated spiking activity},
journal = {Frontiers Comput. Neurosci.},
volume = {8},
pages = {53},
year = {2014},
url = {https://doi.org/10.3389/fncom.2014.00053},
doi = {10.3389/FNCOM.2014.00053},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/KlebergFG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jap/BorovkovDG14,
author = {Konstantin Borovkov and
Geoffrey Decrouez and
Matthieu Gilson},
title = {On Stationary Distributions of Stochastic Neural Networks},
journal = {J. Appl. Probab.},
volume = {51},
number = {3},
pages = {837--857},
year = {2014},
url = {https://doi.org/10.1017/S0021900200011700},
doi = {10.1017/S0021900200011700},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jap/BorovkovDG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/KerrBTGG13,
author = {Robert R. Kerr and
Anthony N. Burkitt and
Doreen A. Thomas and
Matthieu Gilson and
David B. Grayden},
title = {Delay Selection by Spike-Timing-Dependent Plasticity in Recurrent
Networks of Spiking Neurons Receiving Oscillatory Inputs},
journal = {PLoS Comput. Biol.},
volume = {9},
number = {2},
year = {2013},
url = {https://doi.org/10.1371/journal.pcbi.1002897},
doi = {10.1371/JOURNAL.PCBI.1002897},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/KerrBTGG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/GilsonBBH12,
author = {Matthieu Gilson and
Moritz B{\"{u}}rck and
Anthony N. Burkitt and
J. Leo van Hemmen},
title = {Frequency Selectivity Emerging from Spike-Timing-Dependent Plasticity},
journal = {Neural Comput.},
volume = {24},
number = {9},
pages = {2251--2279},
year = {2012},
url = {https://doi.org/10.1162/NECO\_a\_00331},
doi = {10.1162/NECO\_A\_00331},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/GilsonBBH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/GilsonFB12,
author = {Matthieu Gilson and
Tomoki Fukai and
Anthony N. Burkitt},
title = {Spectral Analysis of Input Spike Trains by Spike-Timing-Dependent
Plasticity},
journal = {PLoS Comput. Biol.},
volume = {8},
number = {7},
year = {2012},
url = {https://doi.org/10.1371/journal.pcbi.1002584},
doi = {10.1371/JOURNAL.PCBI.1002584},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/GilsonFB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/GilsonMH11,
author = {Matthieu Gilson and
Timoth{\'{e}}e Masquelier and
Etienne Hugues},
title = {{STDP} Allows Fast Rate-Modulated Coding with Poisson-Like Spike Trains},
journal = {PLoS Comput. Biol.},
volume = {7},
number = {10},
year = {2011},
url = {https://doi.org/10.1371/journal.pcbi.1002231},
doi = {10.1371/JOURNAL.PCBI.1002231},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/GilsonMH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/GilsonBGTH10,
author = {Matthieu Gilson and
Anthony N. Burkitt and
David B. Grayden and
Doreen A. Thomas and
J. Leo van Hemmen},
title = {Emergence of network structure due to spike-timing-dependent plasticity
in recurrent neuronal networks {V:} self-organization schemes and
weight dependence},
journal = {Biol. Cybern.},
volume = {103},
number = {5},
pages = {365--386},
year = {2010},
url = {https://doi.org/10.1007/s00422-010-0405-7},
doi = {10.1007/S00422-010-0405-7},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/GilsonBGTH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/GilsonBH10,
author = {Matthieu Gilson and
Anthony N. Burkitt and
J. Leo van Hemmen},
title = {{STDP} in Recurrent Neuronal Networks},
journal = {Frontiers Comput. Neurosci.},
volume = {4},
pages = {23},
year = {2010},
url = {https://doi.org/10.3389/fncom.2010.00023},
doi = {10.3389/FNCOM.2010.00023},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/GilsonBH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/GilsonBGTH09,
author = {Matthieu Gilson and
Anthony N. Burkitt and
David B. Grayden and
Doreen A. Thomas and
J. Leo van Hemmen},
title = {Emergence of network structure due to spike-timing-dependent plasticity
in recurrent neuronal networks. I. Input selectivity-strengthening
correlated input pathways},
journal = {Biol. Cybern.},
volume = {101},
number = {2},
pages = {81--102},
year = {2009},
url = {https://doi.org/10.1007/s00422-009-0319-4},
doi = {10.1007/S00422-009-0319-4},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/GilsonBGTH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/GilsonBGTH09a,
author = {Matthieu Gilson and
Anthony N. Burkitt and
David B. Grayden and
Doreen A. Thomas and
J. Leo van Hemmen},
title = {Emergence of network structure due to spike-timing-dependent plasticity
in recurrent neuronal networks. {II.} Input selectivity - symmetry
breaking},
journal = {Biol. Cybern.},
volume = {101},
number = {2},
pages = {103--114},
year = {2009},
url = {https://doi.org/10.1007/s00422-009-0320-y},
doi = {10.1007/S00422-009-0320-Y},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/GilsonBGTH09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/GilsonBGTH09b,
author = {Matthieu Gilson and
Anthony N. Burkitt and
David B. Grayden and
Doreen A. Thomas and
J. Leo van Hemmen},
title = {Emergence of network structure due to spike-timing-dependent plasticity
in recurrent neuronal networks {III:} Partially connected neurons
driven by spontaneous activity},
journal = {Biol. Cybern.},
volume = {101},
number = {5-6},
pages = {411--426},
year = {2009},
url = {https://doi.org/10.1007/s00422-009-0343-4},
doi = {10.1007/S00422-009-0343-4},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/GilsonBGTH09b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/GilsonBGTH09c,
author = {Matthieu Gilson and
Anthony N. Burkitt and
David B. Grayden and
Doreen A. Thomas and
J. Leo van Hemmen},
title = {Emergence of network structure due to spike-timing-dependent plasticity
in recurrent neuronal networks {IV}},
journal = {Biol. Cybern.},
volume = {101},
number = {5-6},
pages = {427--444},
year = {2009},
url = {https://doi.org/10.1007/s00422-009-0346-1},
doi = {10.1007/S00422-009-0346-1},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/GilsonBGTH09c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/BurkittGH07,
author = {Anthony N. Burkitt and
Matthieu Gilson and
J. Leo van Hemmen},
title = {Spike-timing-dependent plasticity for neurons with recurrent connections},
journal = {Biol. Cybern.},
volume = {96},
number = {5},
pages = {533--546},
year = {2007},
url = {https://doi.org/10.1007/s00422-007-0148-2},
doi = {10.1007/S00422-007-0148-2},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/BurkittGH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/GilsonGHTB07,
author = {Matthieu Gilson and
David B. Grayden and
J. Leo van Hemmen and
Doreen A. Thomas and
Anthony N. Burkitt},
editor = {Masumi Ishikawa and
Kenji Doya and
Hiroyuki Miyamoto and
Takeshi Yamakawa},
title = {Spike-Timing Dependent Plasticity in Recurrently Connected Networks
with Fixed External Inputs},
booktitle = {Neural Information Processing, 14th International Conference, {ICONIP}
2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4984},
pages = {102--111},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-69158-7\_12},
doi = {10.1007/978-3-540-69158-7\_12},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/GilsonGHTB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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