المؤلفون: Balafrej, Ismael, Alibart, Fabien, Rouat, Jean

مصطلحات موضوعية: Computer Science - Neural and Evolutionary Computing

الوصول الحر: http://arxiv.org/abs/2310.19067Test

المؤلفون: Garg, Nikhil, Balafrej, Ismael, Stewart, Terrence C., Portal, Jean Michel, Bocquet, Marc, Querlioz, Damien, Drouin, Dominique, Rouat, Jean, Beilliard, Yann, Alibart, Fabien

المصدر: Front. Neurosci. 16:983950 (2022)

مصطلحات موضوعية: Computer Science - Neural and Evolutionary Computing, Computer Science - Artificial Intelligence

الوصول الحر: http://arxiv.org/abs/2203.11022Test

المؤلفون: Garg, Nikhil, Balafrej, Ismael, Beilliard, Yann, Drouin, Dominique, Alibart, Fabien, Rouat, Jean

مصطلحات موضوعية: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Emerging Technologies

الوصول الحر: http://arxiv.org/abs/2106.11169Test

المؤلفون: Balafrej, Ismael, Rouat, Jean

المصدر: Neuromorphic Computing and Engineering, IOP Publishing Ltd, 2022

مصطلحات موضوعية: Computer Science - Neural and Evolutionary Computing

الوصول الحر: http://arxiv.org/abs/2009.05593Test

المؤلفون: Goupy, Gaspard, Juneau-Fecteau, Alexandre, Garg, Nikhil, Balafrej, Ismael, Alibart, F., Frechette, Luc, Drouin, Dominique, Beilliard, Yann

المساهمون: Laboratoire Nanotechnologies et Nanosystèmes Sherbrooke (LN2), Université de Sherbrooke (UdeS)-École Centrale de Lyon (ECL), Université de Lyon-Université de Lyon-École Supérieure de Chimie Physique Électronique de Lyon (CPE)-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA), Institut Interdisciplinaire d'Innovation Technologique Sherbrooke (3IT), Université de Sherbrooke (UdeS), Nanostructures, nanoComponents & Molecules - IEMN (NCM - IEMN), Institut d’Électronique, de Microélectronique et de Nanotechnologie - UMR 8520 (IEMN), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Université Polytechnique Hauts-de-France (UPHF)-JUNIA (JUNIA), Université catholique de Lille (UCL)-Université catholique de Lille (UCL)-Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Université Polytechnique Hauts-de-France (UPHF)-JUNIA (JUNIA), Université catholique de Lille (UCL)-Université catholique de Lille (UCL), FundingWe acknowledge financial support from the EU: ERC-2017-COG Project IONOS (# GA 773228) andCHIST-ERA UNICO project. This work was also supported by the Natural Sciences and EngineeringResearch Council of Canada (NSERC) Funding Reference Number 559730 ., ANR-19-CHR3-0006,UNICO,Unsupervised spiking neural networks with analog memristive devices for edge computing(2019), European Project: 773228,H2020,ERC-2017-COG,IONOS(2018)

المصدر: ISSN: 2634-4386 ; Neuromorphic Computing and Engineering ; https://hal.science/hal-03968284Test ; Neuromorphic Computing and Engineering, 2023, 3 (1), pp.014001. ⟨10.1088/2634-4386/acad98⟩.

مصطلحات موضوعية: Convolutional spiking neural networks, sparsely activated neural networks, single spike neuron, unsupervised learning, voltage-dependent synaptic plasticity, hardware-friendly STDP, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [INFO.INFO-AR]Computer Science [cs]/Hardware Architecture [cs.AR], [INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM], [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV], [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]

العلاقة: info:eu-repo/grantAgreement//773228/EU/An iono-electronic neuromorphic interface for communication with living systems/IONOS; hal-03968284; https://hal.science/hal-03968284Test; https://hal.science/hal-03968284/documentTest; https://hal.science/hal-03968284/file/Unsupervised%20and%20efficient%20learning%20in%20sparsely%20activated%20convolutional%20spiking%20neural%20networks%20enabled%20by%20voltage-dependent%20synaptic%20plasticity.pdfTest

الإتاحة: https://doi.org/10.1088/2634-4386/acad98Test
https://hal.science/hal-03968284Test
https://hal.science/hal-03968284/documentTest
https://hal.science/hal-03968284/file/Unsupervised%20and%20efficient%20learning%20in%20sparsely%20activated%20convolutional%20spiking%20neural%20networks%20enabled%20by%20voltage-dependent%20synaptic%20plasticity.pdfTest

المؤلفون: Janzakova, Kamila, Balafrej, Ismael, Kumar, Ankush, Garg, Nikhil, Scholaert, Corentin, Rouat, Jean, Drouin, Dominique, Coffinier, Yannick, Pecqueur, Sébastien, Alibart, Fabien

المساهمون: Institut d’Électronique, de Microélectronique et de Nanotechnologie - UMR 8520 (IEMN), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Université Polytechnique Hauts-de-France (UPHF)-JUNIA (JUNIA), Université catholique de Lille (UCL)-Université catholique de Lille (UCL), Nanostructures, nanoComponents & Molecules - IEMN (NCM - IEMN), Université catholique de Lille (UCL)-Université catholique de Lille (UCL)-Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Université Polytechnique Hauts-de-France (UPHF)-JUNIA (JUNIA), Institut Interdisciplinaire d'Innovation Technologique Sherbrooke (3IT), Université de Sherbrooke (UdeS), Laboratoire Nanotechnologies et Nanosystèmes Sherbrooke (LN2), Université de Sherbrooke (UdeS)-École Centrale de Lyon (ECL), Université de Lyon-Université de Lyon-École Supérieure de Chimie Physique Électronique de Lyon (CPE)-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA), NanoBioInterfaces - IEMN (NBI - IEMN), The authors wish to thank the European Commission: H2020-EU.1.1.ERC project IONOS (# GA 773228). I.B. acknowledges the support of the Natural Sciences and Engineering Research Council of Canada (NSERC), funding reference number 559730. The authors thank the RENATECHnetwork and the engineers from IEMN for their support., Renatech Network, CMNF, European Project: 773228,H2020,ERC-2017-COG,IONOS(2018)

المصدر: ISSN: 2041-1723.

مصطلحات موضوعية: [PHYS]Physics [physics], [SPI]Engineering Sciences [physics]

العلاقة: info:eu-repo/semantics/altIdentifier/pmid/38065951; info:eu-repo/grantAgreement//773228/EU/An iono-electronic neuromorphic interface for communication with living systems/IONOS; hal-04348649; https://hal.science/hal-04348649Test; https://hal.science/hal-04348649/documentTest; https://hal.science/hal-04348649/file/Kamila%20Janzakova_2023_nature%20communications_s41467-023-43887-8.pdfTest; PUBMED: 38065951; PUBMEDCENTRAL: PMC10709651

الإتاحة: https://doi.org/10.1038/s41467-023-43887-8Test
https://hal.science/hal-04348649Test
https://hal.science/hal-04348649/documentTest
https://hal.science/hal-04348649/file/Kamila%20Janzakova_2023_nature%20communications_s41467-023-43887-8.pdfTest

المؤلفون: Balafrej, Ismael, Alibart, Fabien, Rouat, Jean

المساهمون: Institut Interdisciplinaire d'Innovation Technologique Sherbrooke (3IT), Université de Sherbrooke (UdeS), Institut d’Électronique, de Microélectronique et de Nanotechnologie - UMR 8520 (IEMN), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Université Polytechnique Hauts-de-France (UPHF)-JUNIA (JUNIA), Université catholique de Lille (UCL)-Université catholique de Lille (UCL), Nanostructures, nanoComponents & Molecules - IEMN (NCM - IEMN), Université catholique de Lille (UCL)-Université catholique de Lille (UCL)-Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Université Polytechnique Hauts-de-France (UPHF)-JUNIA (JUNIA), The authors would like to thank Intel for giving us access to the Loihi chip, for travel grants and guidance, along with Hydro-Québec, Université de Sherbrooke and Compute Canada. We acknowledge the support of the Natural Sciences and Engineering Research Council of Canada (NSERC), funding reference number 559730. Fabien Alibart acknowledges support from IONOS-ERC project #773228. We thank the Fonds de recherche du Québec—nature et technologies (FRQNT) for the Chistera UNICO project #287330. We also thank the reviewers and the developers of all the mentioned python libraries. Finally, we thank Simon Brodeur for his valuable insights on the CRITICAL plasticity rule., ANR-19-CHR3-0006,UNICO,Unsupervised spiking neural networks with analog memristive devices for edge computing(2019), European Project: 773228,H2020,ERC-2017-COG,IONOS(2018)

المصدر: ISSN: 2634-4386 ; Neuromorphic Computing and Engineering ; https://hal.science/hal-04348637Test ; Neuromorphic Computing and Engineering, 2022, 2 (2), pp.024007. ⟨10.1088/2634-4386/ac6533⟩.

مصطلحات موضوعية: Reservoir computing, Plasticity, Small-world topology, Branching factor, Loihi, Neuromorphic computing, Criticality, [PHYS]Physics [physics], [SPI]Engineering Sciences [physics]

العلاقة: info:eu-repo/semantics/altIdentifier/arxiv/2009.05593; info:eu-repo/grantAgreement//773228/EU/An iono-electronic neuromorphic interface for communication with living systems/IONOS; hal-04348637; https://hal.science/hal-04348637Test; https://hal.science/hal-04348637/documentTest; https://hal.science/hal-04348637/file/Balafrej_2022_Neuromorph._Comput._Eng._2_024007.pdfTest; ARXIV: 2009.05593

الإتاحة: https://doi.org/10.1088/2634-4386/ac6533Test
https://hal.science/hal-04348637Test
https://hal.science/hal-04348637/documentTest
https://hal.science/hal-04348637/file/Balafrej_2022_Neuromorph._Comput._Eng._2_024007.pdfTest

المؤلفون: Garg, Nikhil, Muhr, Eloi, Faye, Mathieu C., Dawant, Raphael, Balafrej, Ismael, Begon-Lours, Laura, Offrein, Bert, Querlioz, Damien, Bocquet, Marc, Beilliard, Yann, Ecoffey, Serge, Rouat, Jean, Drouin, Dominique, Alibart, Fabien, Jean-Michel Portal

الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_________::c57cb249f706f2673e1fbc82c3c82046Test

المؤلفون: Garg, Nikhil, Balafrej, Ismael, Stewart, Terrence C., Portal, Jean-Michel, Bocquet, Marc, Querlioz, Damien, Drouin, Dominique, Rouat, Jean, Beilliard, Yann, Alibart, Fabien

المصدر: Frontiers in Neuroscience; 10/21/2022, Vol. 16, p1-12, 12p

مصطلحات موضوعية: ARTIFICIAL neural networks, MEMBRANE potential, HEBBIAN memory, NEUROPLASTICITY, RECOGNITION (Psychology), NEURONS, GLUTAMATE receptors

المؤلفون: Balafrej, Ismaël

المساهمون: Rouat, Jean, Alibart, Fabien

مصطلحات موضوعية: Processeur neuromorphique, Apprentissage machine, Réseaux de neurones, Informatique analogique, Informatique bio-inspirée

العلاقة: http://hdl.handle.net/11143/20568Test

الإتاحة: http://hdl.handle.net/11143/20568Test