Pierre Boulet
Professeur des universités
CNU : SECTION 27 - INFORMATIQUE
Laboratoire / équipe
Publications
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"title_s":["Asynchronous Multi-fidelity Hyperparameter Optimization Of Spiking Neural Networks"],
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"citationFull_s":"Pierre Falez, Pierre Tirilly, Ioan Marius Bilasco, Devienne Philippe, Pierre Boulet. Convolutional Spiking Neural Network Simulator (CSNN). 2024, <a target=\"_blank\" style=\"word-break: break-all;\" href=\"https://archive.softwareheritage.org/browse/swh:1:dir:d7f51c14135d5db826ff4e440621a3d21136913d;origin=https://gitlab.univ-lille.fr/bioinsp/falez-csnn-simulator;visit=swh:1:snp:8ed8bf7b7cd230015bd2d21f87d43f326b5db74a;anchor=swh:1:rev:4438b1bcb3c2d46094f4518e8d70c07d886ac381\">⟨swh:1:dir:d7f51c14135d5db826ff4e440621a3d21136913d;origin=https://gitlab.univ-lille.fr/bioinsp/falez-csnn-simulator;visit=swh:1:snp:8ed8bf7b7cd230015bd2d21f87d43f326b5db74a;anchor=swh:1:rev:4438b1bcb3c2d46094f4518e8d70c07d886ac381⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04410960v1\">⟨hal-04410960⟩</a>",
"title_s":["Convolutional Spiking Neural Network Simulator (CSNN)"],
"authFullName_s":["Pierre Falez","Pierre Tirilly","Ioan Marius Bilasco","Devienne Philippe","Pierre Boulet"],
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"citationRef_s":"<i>Neuromorphic Computing and Engineering</i>, 2024, 4 (3), pp.034012. <a target=\"_blank\" href=\"https://dx.doi.org/10.1088/2634-4386/ad76d5\">⟨10.1088/2634-4386/ad76d5⟩</a>",
"citationFull_s":"Mazdak Fatahi, Pierre Boulet, Giulia D’angelo. Event-driven nearshore and shoreline coastline detection on SpiNNaker neuromorphic hardware. <i>Neuromorphic Computing and Engineering</i>, 2024, 4 (3), pp.034012. <a target=\"_blank\" href=\"https://dx.doi.org/10.1088/2634-4386/ad76d5\">⟨10.1088/2634-4386/ad76d5⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04699880v1\">⟨hal-04699880⟩</a>",
"title_s":["Event-driven nearshore and shoreline coastline detection on SpiNNaker neuromorphic hardware","La détection de la côte près du rivage et du littoral basée sur des événements avec le matériel neuromorphique SpiNNaker"],
"authFullName_s":["Mazdak Fatahi","Pierre Boulet","Giulia D’angelo"],
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"citationRef_s":"<i>Colloque BIOCOMP 2023</i>, Nov 2023, Banyuls - sur - Mer, France",
"citationFull_s":"Francois Danneville, Larach Hicham, Pierre Boulet, Philippe Devienne, Hervé Glotin, et al.. [Invited] Ultra low power Cochlea for biodiversity monitoring. <i>Colloque BIOCOMP 2023</i>, Nov 2023, Banyuls - sur - Mer, France. <a target=\"_blank\" href=\"https://hal.science/hal-04463709v2\">⟨hal-04463709v2⟩</a>",
"title_s":["[Invited] Ultra low power Cochlea for biodiversity monitoring"],
"authFullName_s":["Francois Danneville","Larach Hicham","Pierre Boulet","Philippe Devienne","Hervé Glotin","Christophe Loyez"],
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"producedDateY_i":2023
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"citationFull_s":"Thomas Firmin, Pierre Boulet, El-Ghazali Talbi. Parallel Hyperparameter Optimization Of Spiking Neural Networks. 2023. <a target=\"_blank\" href=\"https://hal.science/hal-04464394v1\">⟨hal-04464394⟩</a>",
"title_s":["Parallel Hyperparameter Optimization Of Spiking Neural Networks"],
"authFullName_s":["Thomas Firmin","Pierre Boulet","El-Ghazali Talbi"],
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"citationRef_s":"<i>Marine Micropaleontology</i>, In press, pp.102293. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.marmicro.2023.102293\">⟨10.1016/j.marmicro.2023.102293⟩</a>",
"citationFull_s":"Francisco Pinto, Veronica Carlsson, Mathias Meunier, Bert Van Bocxlaer, Hammouda Elbez, et al.. Morphometrics and machine learning discrimination of the middle Eocene radiolarian species Podocyrtis chalara, Podocyrtis goetheana and their morphological intermediates. <i>Marine Micropaleontology</i>, In press, pp.102293. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.marmicro.2023.102293\">⟨10.1016/j.marmicro.2023.102293⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04215322v1\">⟨hal-04215322⟩</a>",
"title_s":["Morphometrics and machine learning discrimination of the middle Eocene radiolarian species Podocyrtis chalara, Podocyrtis goetheana and their morphological intermediates"],
"authFullName_s":["Francisco Pinto","Veronica Carlsson","Mathias Meunier","Bert Van Bocxlaer","Hammouda Elbez","Marie Cueille","Pierre Boulet","Taniel Danelian"],
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"citationRef_s":"<i>Marine Micropaleontology</i>, 2023, 183, pp.102268. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.marmicro.2023.102268\">⟨10.1016/j.marmicro.2023.102268⟩</a>",
"citationFull_s":"Veronica Carlsson, Taniel Danelian, Martin Tetard, Mathias Meunier, Pierre Boulet, et al.. Convolutional neural network application on a new middle Eocene radiolarian dataset. <i>Marine Micropaleontology</i>, 2023, 183, pp.102268. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.marmicro.2023.102268\">⟨10.1016/j.marmicro.2023.102268⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04207164v1\">⟨hal-04207164⟩</a>",
"title_s":["Convolutional neural network application on a new middle Eocene radiolarian dataset"],
"authFullName_s":["Veronica Carlsson","Taniel Danelian","Martin Tetard","Mathias Meunier","Pierre Boulet","Philippe Devienne","Sandra Ventalon"],
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"citationFull_s":"Anne-Laure Ligozat, Kevin Marquet, Aurélie Bugeau, Julien Lefèvre, Pierre Boulet, et al.. How to Integrate Environmental Challenges in Computing Curricula?. <i>SIGCSE 2022: The 53rd ACM Technical Symposium on Computer Science Education</i>, Mar 2022, Providence RI USA, France. pp.899-905, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3478431.3499280\">⟨10.1145/3478431.3499280⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03606210v1\">⟨hal-03606210⟩</a>",
"title_s":["How to Integrate Environmental Challenges in Computing Curricula?"],
"authFullName_s":["Anne-Laure Ligozat","Kevin Marquet","Aurélie Bugeau","Julien Lefèvre","Pierre Boulet","Sylvain Bouveret","Philippe Marquet","Olivier Ridoux","Olivier Michel"],
"halId_s":"hal-03606210",
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"producedDateY_i":2022
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"citationRef_s":"<i>Concurrency and Computation: Practice and Experience</i>, 2022, <a target=\"_blank\" href=\"https://dx.doi.org/10.1002/cpe.6891\">⟨10.1002/cpe.6891⟩</a>",
"citationFull_s":"Hammouda Elbez, Kamel Benhaoua, Philippe Devienne, Pierre Boulet. Progressive Compression and Weight Reinforcement for Spiking Neural Networks. <i>Concurrency and Computation: Practice and Experience</i>, 2022, <a target=\"_blank\" href=\"https://dx.doi.org/10.1002/cpe.6891\">⟨10.1002/cpe.6891⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02737057v1\">⟨hal-02737057⟩</a>",
"title_s":["Progressive Compression and Weight Reinforcement for Spiking Neural Networks","Compression progressive et renforcement du poids pour les réseaux de neurones a impulsions"],
"authFullName_s":["Hammouda Elbez","Kamel Benhaoua","Philippe Devienne","Pierre Boulet"],
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"producedDateY_i":2022
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"citationRef_s":"<i>Journal of Micropalaeontology</i>, 2022, 41 (2), pp.165-182. <a target=\"_blank\" href=\"https://dx.doi.org/10.5194/jm-41-165-2022\">⟨10.5194/jm-41-165-2022⟩</a>",
"citationFull_s":"Veronica Carlsson, Taniel Danelian, Pierre Boulet, Philippe Devienne, Aurelien Laforge, et al.. Artificial intelligence applied to the classification of eight middle Eocene species of the genus Podocyrtis (polycystine radiolaria). <i>Journal of Micropalaeontology</i>, 2022, 41 (2), pp.165-182. <a target=\"_blank\" href=\"https://dx.doi.org/10.5194/jm-41-165-2022\">⟨10.5194/jm-41-165-2022⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03962996v1\">⟨hal-03962996⟩</a>",
"title_s":["Artificial intelligence applied to the classification of eight middle Eocene species of the genus Podocyrtis (polycystine radiolaria)"],
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"citationFull_s":"Pierre Boulet. Consommation énergétique des technologies blockchain. 2021. <a target=\"_blank\" href=\"https://hal.science/hal-03514983v1\">⟨hal-03514983⟩</a>",
"title_s":["Consommation énergétique des technologies blockchain"],
"authFullName_s":["Pierre Boulet"],
"halId_s":"hal-03514983",
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"citationRef_s":"<i>27e édition de la Réunion des Sciences de la Terre</i>, SGF, CNRS, Laboratoire de Géologie de Lyon ou l’étude de la Terre, des planètes et de l’environnement, Nov 2021, Lyon, France",
"citationFull_s":"Veronica Carlsson, Taniel Danelian, Pierre Boulet, Philippe Devienne, Hammouda Elbez, et al.. Artificial Intelligence and Micropaleontology: a case study from the Eocene genus Podocyrtis. <i>27e édition de la Réunion des Sciences de la Terre</i>, SGF, CNRS, Laboratoire de Géologie de Lyon ou l’étude de la Terre, des planètes et de l’environnement, Nov 2021, Lyon, France. <a target=\"_blank\" href=\"https://hal.science/hal-03587759v1\">⟨hal-03587759⟩</a>",
"title_s":["Artificial Intelligence and Micropaleontology: a case study from the Eocene genus Podocyrtis"],
"authFullName_s":["Veronica Carlsson","Taniel Danelian","Pierre Boulet","Philippe Devienne","Hammouda Elbez","Aurelien Laforge"],
"halId_s":"hal-03587759",
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"citationRef_s":"[Rapport de recherche] Université de Lille (2018-..). 2021",
"citationFull_s":"Perrine de Coëtlogon, Marc Durand, Maxime Jeantet, Claire Génin, Romuald Ramon, et al.. Les technologies blockchain au service du secteur public. [Rapport de recherche] Université de Lille (2018-..). 2021. <a target=\"_blank\" href=\"https://hal.science/hal-03232816v2\">⟨hal-03232816v2⟩</a>",
"title_s":["Les technologies blockchain au service du secteur public"],
"authFullName_s":["Perrine de Coëtlogon","Marc Durand","Maxime Jeantet","Claire Génin","Romuald Ramon","Pierre Boulet"],
"halId_s":"hal-03232816",
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"citationRef_s":"<i>Content-Based Multimedia Indexing</i>, Jun 2021, Lille, France",
"citationFull_s":"Hammouda Elbez, Mohammed Kamel Benhaoua, Philippe Devienne, Pierre Boulet. VS2N : Interactive Dynamic Visualization and Analysis Tool for Spiking Neural Networks. <i>Content-Based Multimedia Indexing</i>, Jun 2021, Lille, France. <a target=\"_blank\" href=\"https://hal.science/hal-03267042v1\">⟨hal-03267042⟩</a>",
"title_s":["VS2N : Interactive Dynamic Visualization and Analysis Tool for Spiking Neural Networks"],
"authFullName_s":["Hammouda Elbez","Mohammed Kamel Benhaoua","Philippe Devienne","Pierre Boulet"],
"halId_s":"hal-03267042",
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"citationRef_s":"[Rapport de recherche] EcoInfo. 2020",
"citationFull_s":"Pierre Boulet, Sylvain Bouveret, Aurélie Bugeau, Frenoux Emmanuelle, Julien Lefevre, et al.. Référentiel de connaissances pour un numérique éco-responsable. [Rapport de recherche] EcoInfo. 2020. <a target=\"_blank\" href=\"https://hal.science/hal-02954188v1\">⟨hal-02954188⟩</a>",
"title_s":["Référentiel de connaissances pour un numérique éco-responsable"],
"authFullName_s":["Pierre Boulet","Sylvain Bouveret","Aurélie Bugeau","Frenoux Emmanuelle","Julien Lefevre","Anne-Laure Ligozat","Kevin Marquet","Philippe Marquet","Olivier Michel","Olivier Ridoux"],
"halId_s":"hal-02954188",
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"producedDateY_i":2020
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"citationRef_s":"<i>Data in Brief</i>, 2020, 33, pp.106334. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.dib.2020.106334\">⟨10.1016/j.dib.2020.106334⟩</a>",
"citationFull_s":"Khalil Ibrahim Hamzaoui, Soufiane Dahmani, Pierre Boulet. \"Tour de France\" data for the improvement of energy consumption in devices powered by limited energy sources. <i>Data in Brief</i>, 2020, 33, pp.106334. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.dib.2020.106334\">⟨10.1016/j.dib.2020.106334⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02558636v2\">⟨hal-02558636v2⟩</a>",
"title_s":["Tour de France\" data for the improvement of energy consumption in devices powered by limited energy sources"],
"authFullName_s":["Khalil Ibrahim Hamzaoui","Soufiane Dahmani","Pierre Boulet"],
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"citationRef_s":"<i>IEEE Transactions on Computers</i>, 2019, 68 (10), pp.1511-1524. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/TC.2019.2909886\">⟨10.1109/TC.2019.2909886⟩</a>",
"citationFull_s":"Houssam-Eddine Zahaf, Giuseppe Lipari, Marko Bertogna, Pierre Boulet. The Parallel Multi-Mode Digraph Task Model for Energy-Aware Real-Time Heterogeneous Multi-Core Systems. <i>IEEE Transactions on Computers</i>, 2019, 68 (10), pp.1511-1524. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/TC.2019.2909886\">⟨10.1109/TC.2019.2909886⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02407176v1\">⟨hal-02407176⟩</a>",
"title_s":["The Parallel Multi-Mode Digraph Task Model for Energy-Aware Real-Time Heterogeneous Multi-Core Systems"],
"authFullName_s":["Houssam-Eddine Zahaf","Giuseppe Lipari","Marko Bertogna","Pierre Boulet"],
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"citationRef_s":"<i>Springer Nature, Handbook of Memristor Networks</i>, <a target=\"_blank\" href=\"http://Springer Nature Switzerland AG\"></a>, In press, 978-3-319-76375-0. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-319-76375-0_25\">⟨10.1007/978-3-319-76375-0_25⟩</a>",
"citationFull_s":"Mahyar Shahsavari, Philippe Devienne, Pierre Boulet. Spiking Neural Computing in Memristive Neuromorphic Platforms. <i>Springer Nature, Handbook of Memristor Networks</i>, <a target=\"_blank\" href=\"http://Springer Nature Switzerland AG\"></a>, In press, 978-3-319-76375-0. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-319-76375-0_25\">⟨10.1007/978-3-319-76375-0_25⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02172472v1\">⟨hal-02172472⟩</a>",
"title_s":["Spiking Neural Computing in Memristive Neuromorphic Platforms"],
"authFullName_s":["Mahyar Shahsavari","Philippe Devienne","Pierre Boulet"],
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"docType_s":"COUV",
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"citationRef_s":"<i>Pattern Recognition</i>, 2019, 93, pp.418-429. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.patcog.2019.04.016\">⟨10.1016/j.patcog.2019.04.016⟩</a>",
"citationFull_s":"Pierre Falez, Pierre Tirilly, Ioan Marius Bilasco, Philippe Devienne, Pierre Boulet. Unsupervised visual feature learning with spike-timing-dependent plasticity: How far are we from traditional feature learning approaches?. <i>Pattern Recognition</i>, 2019, 93, pp.418-429. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.patcog.2019.04.016\">⟨10.1016/j.patcog.2019.04.016⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02146284v1\">⟨hal-02146284⟩</a>",
"title_s":["Unsupervised visual feature learning with spike-timing-dependent plasticity: How far are we from traditional feature learning approaches?"],
"authFullName_s":["Pierre Falez","Pierre Tirilly","Ioan Marius Bilasco","Philippe Devienne","Pierre Boulet"],
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"citationRef_s":"<i>International Joint Conference on Neural Networks (IJCNN)</i>, Jul 2019, Budapest, Hungary",
"citationFull_s":"Pierre Falez, Pierre Tirilly, Ioan Marius Bilasco, Philippe Devienne, Pierre Boulet. Multi-layered Spiking Neural Network with Target Timestamp Threshold Adaptation and STDP. <i>International Joint Conference on Neural Networks (IJCNN)</i>, Jul 2019, Budapest, Hungary. <a target=\"_blank\" href=\"https://hal.science/hal-02146289v1\">⟨hal-02146289⟩</a>",
"title_s":["Multi-layered Spiking Neural Network with Target Timestamp Threshold Adaptation and STDP"],
"authFullName_s":["Pierre Falez","Pierre Tirilly","Ioan Marius Bilasco","Philippe Devienne","Pierre Boulet"],
"halId_s":"hal-02146289",
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"citationRef_s":"<i>International Journal of Reasoning-based Intelligent Systems</i>, In press",
"citationFull_s":"Khalil Ibrahim Hamzaoui, Mohammed Berrajaa, Mostafa Azizi, Giuseppe Lipari, Pierre Boulet. Measurement-based Methodology for Modeling the Energy Consumption of Mobile Devices. <i>International Journal of Reasoning-based Intelligent Systems</i>, In press. <a target=\"_blank\" href=\"https://hal.science/hal-02243352v1\">⟨hal-02243352⟩</a>",
"title_s":["Measurement-based Methodology for Modeling the Energy Consumption of Mobile Devices"],
"authFullName_s":["Khalil Ibrahim Hamzaoui","Mohammed Berrajaa","Mostafa Azizi","Giuseppe Lipari","Pierre Boulet"],
"halId_s":"hal-02243352",
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"citationRef_s":"<i>3rd International Conference on Multimedia Information Processing, CITIM’2018</i>, Oct 2018, Mascara, Algeria",
"citationFull_s":"Hammouda Elbez, Kamel Benhaoua, Philippe Devienne, Pierre Boulet. Visualization Techniques in SNN Simulators. <i>3rd International Conference on Multimedia Information Processing, CITIM’2018</i>, Oct 2018, Mascara, Algeria. <a target=\"_blank\" href=\"https://hal.science/hal-02887481v1\">⟨hal-02887481⟩</a>",
"title_s":["Visualization Techniques in SNN Simulators"],
"authFullName_s":["Hammouda Elbez","Kamel Benhaoua","Philippe Devienne","Pierre Boulet"],
"halId_s":"hal-02887481",
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"producedDateY_i":2018
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"citationRef_s":"<i>International Joint Conference on Neural Networks (IJCNN)</i>, Jul 2018, Rio de Janeiro, Brazil",
"citationFull_s":"Pierre Falez, Pierre Tirilly, Ioan Marius Bilasco, Philippe Devienne, Pierre Boulet. Mastering the Output Frequency in Spiking Neural Networks. <i>International Joint Conference on Neural Networks (IJCNN)</i>, Jul 2018, Rio de Janeiro, Brazil. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01741500v1\">⟨hal-01741500⟩</a>",
"title_s":["Mastering the Output Frequency in Spiking Neural Networks"],
"authFullName_s":["Pierre Falez","Pierre Tirilly","Ioan Marius Bilasco","Philippe Devienne","Pierre Boulet"],
"halId_s":"hal-01741500",
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"producedDateY_i":2018
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"citationRef_s":"<i>Biologically Inspired Cognitive Architectures</i>, 2018, 24, pp.59 - 69. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.bica.2018.04.009\">⟨10.1016/j.bica.2018.04.009⟩</a>",
"citationFull_s":"Mazdak Fatahi, Mahyar Shahsavari, Mahmood Ahmadi, Arash Ahmadi, Pierre Boulet, et al.. Rate-coded DBN: An online strategy for spike-based deep belief networks. <i>Biologically Inspired Cognitive Architectures</i>, 2018, 24, pp.59 - 69. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.bica.2018.04.009\">⟨10.1016/j.bica.2018.04.009⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01808815v1\">⟨hal-01808815⟩</a>",
"title_s":["Rate-coded DBN: An online strategy for spike-based deep belief networks"],
"authFullName_s":["Mazdak Fatahi","Mahyar Shahsavari","Mahmood Ahmadi","Arash Ahmadi","Pierre Boulet","Philippe Devienne"],
"halId_s":"hal-01808815",
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"producedDateY_i":2018
},{
"citationRef_s":"<i>CADS 2017 - 19th CSI International Symposium on Computer Architecture & Digital Systems</i>, Dec 2017, Kish, Iran",
"citationFull_s":"Mahyar Shahsavari, Pierre Boulet, Asadollah Shahbahrami, Said Hamdioui. Impact of Increasing Number of Neurons on Performance of Neuromorphic Architecture. <i>CADS 2017 - 19th CSI International Symposium on Computer Architecture & Digital Systems</i>, Dec 2017, Kish, Iran. <a target=\"_blank\" href=\"https://hal.science/hal-01633418v1\">⟨hal-01633418⟩</a>",
"title_s":["Impact of Increasing Number of Neurons on Performance of Neuromorphic Architecture"],
"authFullName_s":["Mahyar Shahsavari","Pierre Boulet","Asadollah Shahbahrami","Said Hamdioui"],
"halId_s":"hal-01633418",
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"producedDateY_i":2017
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