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Bio-inspired Spin-Torque Computing Architectures

Publikacje

Convolutional Neural Networks with Radio-Frequency Spintronic Nano-Devices

Autorzy: Nathan Leroux; Arnaud De Riz; Dédalo Sanz-Hernández; Danijela Marković; Alice Mizrahi; Julie Grollier
Opublikowane w: Neuromorphic Computing and Engineering, Numer 1, 2022, ISSN 2634-4386
Wydawca: IOP Science
DOI: 10.48550/arxiv.2111.04961

Radio-Frequency Multiply-and-Accumulate Operations with Spintronic Synapses

Autorzy: Nathan Leroux; Danijela Marković; Erwann Martin; Teodora Petrisor; Damien Querlioz; Alice Mizrahi; Julie Grollier
Opublikowane w: Physical Review Applied, Numer 1, 2021, ISSN 2331-7019
Wydawca: American Physical Society
DOI: 10.1103/physrevapplied.15.034067

Role of non-linear data processing on speech recognition task in the framework of reservoir computing

Autorzy: Flavio Abreu Araujo; Mathieu Riou; Jacob Torrejon; Sumito Tsunegi; Damien Querlioz; Kay Yakushiji; Akio Fukushima; Hitoshi Kubota; Shinji Yuasa; Mark D. Stiles; Julie Grollier
Opublikowane w: Scientific Reports, Numer 1, 2020, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.48550/arxiv.1906.02812

Spintronics for neuromorphic computing

Autorzy: Grollier, J.; Querlioz, D.; Camsari, K. Y.; Everschor-Sitte, K.; Fukami, S.; Stiles, M. D.
Opublikowane w: Nature Electronics, Numer 1, 2020, ISSN 2520-1131
Wydawca: Nature group
DOI: 10.1038/s41928-019-0360-9

Quantum neuromorphic computing

Autorzy: Danijela Marković; Julie Grollier
Opublikowane w: Applied Physics Letters, Numer 1, 2020, ISSN 0003-6951
Wydawca: American Institute of Physics
DOI: 10.1063/5.0020014

Hardware realization of the multiply and accumulate operation on radio-frequency signals with magnetic tunnel junctions

Autorzy: Nathan Leroux; Alice Mizrahi; Danijela Marković; Dédalo Sanz-Hernández; Juan Trastoy; Paolo Bortolotti; Leandro Soares Martins; A. S. Jenkins; Ricardo Ferreira; Julie Grollier
Opublikowane w: Neuromorphic Computing and Engineering, Numer 1, 2021, ISSN 2634-4386
Wydawca: IOP Science
DOI: 10.48550/arxiv.2103.11993

Interface-induced phenomena in magnetism

Autorzy: Frances Hellman; Axel Hoffmann; Yaroslav Tserkovnyak; Geoffrey S. D. Beach; Eric E. Fullerton; Chris Leighton; Allan H. MacDonald; Daniel C. Ralph; Dario Arena; Hermann A. Dürr; Peter Fischer; Julie Grollier; Joseph P. Heremans; Tomas Jungwirth; Tomas Jungwirth; Alexey Kimel; B Bert Koopmans; Ilya Krivorotov; Steven J. May; Amanda K. Petford-Long; James M. Rondinelli; Nitin Samarth; Ivan K. Schul
Opublikowane w: Reviews of Modern Physics, Numer 1, 2017, ISSN 1539-0756
Wydawca: American Physical Society
DOI: 10.1103/revmodphys.89.025006

Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing Its Gradient Estimator Bias.

Autorzy: Axel Laborieux; Maxence Ernoult; Maxence Ernoult; Maxence Ernoult; Benjamin Scellier; Yoshua Bengio; Yoshua Bengio; Julie Grollier; Damien Querlioz
Opublikowane w: Frontiers in Neuroscience, Numer 1, 2021, ISSN 1662-453X
Wydawca: Frontiers
DOI: 10.48550/arxiv.2101.05536

Spintronic Nanodevices for Bioinspired Computing

Autorzy: Julie Grollier, Damien Querlioz, Mark D. Stiles
Opublikowane w: Proceedings of the IEEE, Numer 104/10, 2016, Strona(/y) 2024-2039, ISSN 0018-9219
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JPROC.2016.2597152

Neuromorphic computing with nanoscale spintronic oscillators

Autorzy: Jacob Torrejon, Mathieu Riou, Flavio Abreu Araujo, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Vincent Cros, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier
Opublikowane w: Nature, Numer 547/7664, 2017, Strona(/y) 428-431, ISSN 0028-0836
Wydawca: Nature Publishing Group
DOI: 10.1038/nature23011

A Nanotechnology-Ready Computing Scheme based on a Weakly Coupled Oscillator Network

Autorzy: Damir Vodenicarevic, Nicolas Locatelli, Flavio Abreu Araujo, Julie Grollier, Damien Querlioz
Opublikowane w: Scientific Reports, Numer 7, 2017, Strona(/y) 44772, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/srep44772

Enhancing the injection locking range of spin torque oscillators through mutual coupling

Autorzy: M. Romera, P. Talatchian, R. Lebrun, K. J. Merazzo, P. Bortolotti, L. Vila, J. D. Costa, R. Ferreira, P. P. Freitas, M.-C. Cyrille, U. Ebels, V. Cros, J. Grollier
Opublikowane w: Applied Physics Letters, Numer 109/25, 2016, Strona(/y) 252404, ISSN 0003-6951
Wydawca: American Institute of Physics
DOI: 10.1063/1.4972346

Overcoming device unreliability with continuous learning in a population coding based computing system

Autorzy: Alice Mizrahi, Julie Grollier, Damien Querlioz, M. D. Stiles
Opublikowane w: Journal of Applied Physics, Numer 124/15, 2018, Strona(/y) 152111, ISSN 0021-8979
Wydawca: American Institute of Physics
DOI: 10.1063/1.5042250

Reservoir computing with the frequency, phase, and amplitude of spin-torque nano-oscillators

Autorzy: D. Marković, N. Leroux, M. Riou, F. Abreu Araujo, J. Torrejon, D. Querlioz, A. Fukushima, S. Yuasa, J. Trastoy, P. Bortolotti, J. Grollier
Opublikowane w: Applied Physics Letters, Numer 114/1, 2019, Strona(/y) 012409, ISSN 0003-6951
Wydawca: American Institute of Physics
DOI: 10.1063/1.5079305

Vowel recognition with four coupled spin-torque nano-oscillators

Autorzy: Miguel Romera, Philippe Talatchian, Sumito Tsunegi, Flavio Abreu Araujo, Vincent Cros, Paolo Bortolotti, Juan Trastoy, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Maxence Ernoult, Damir Vodenicarevic, Tifenn Hirtzlin, Nicolas Locatelli, Damien Querlioz, Julie Grollier
Opublikowane w: Nature, Numer 563/7730, 2018, Strona(/y) 230-234, ISSN 0028-0836
Wydawca: Nature Publishing Group
DOI: 10.1038/s41586-018-0632-y

Skyrmion Gas Manipulation for Probabilistic Computing

Autorzy: D. Pinna, F. Abreu Araujo, J.-V. Kim, V. Cros, D. Querlioz, P. Bessiere, J. Droulez, J. Grollier
Opublikowane w: Physical Review Applied, Numer 9/6, 2018, ISSN 2331-7019
Wydawca: APS
DOI: 10.1103/PhysRevApplied.9.064018

Temporal Pattern Recognition with Delayed-Feedback Spin-Torque Nano-Oscillators

Autorzy: M. Riou, J. Torrejon, B. Garitaine, F. Abreu Araujo, P. Bortolotti, V. Cros, S. Tsunegi, K. Yakushiji, A. Fukushima, H. Kubota, S. Yuasa, D. Querlioz, M.D. Stiles, J. Grollier
Opublikowane w: Physical Review Applied, Numer 12/2, 2019, ISSN 2331-7019
Wydawca: American Physical Society
DOI: 10.1103/PhysRevApplied.12.024049

Chaos and Relaxation Oscillations in Spin-Torque Windmill Spiking Oscillators

Autorzy: R. Matsumoto, S. Lequeux, H. Imamura, J. Grollier
Opublikowane w: Physical Review Applied, Numer 11/4, 2019, ISSN 2331-7019
Wydawca: American Physical Society
DOI: 10.1103/PhysRevApplied.11.044093

Binding events through the mutual synchronization of spintronic nano-neurons.

Autorzy: Miguel Romera; Philippe Talatchian; Sumito Tsunegi; Kay Yakushiji; Akio Fukushima; Hitoshi Kubota; Shinji Yuasa; Vincent Cros; Paolo Bortolotti; Maxence Ernoult; Damien Querlioz; Julie Grollier
Opublikowane w: Nature Communications, Numer 1, 2022, ISSN 2041-1723
Wydawca: Nature Publishing Group
DOI: 10.48550/arxiv.2001.08044

Detection of the Microwave Emission from a Spin-Torque Oscillator by a Spin Diode

Autorzy: Danijela Marković; Nathan Leroux; Alice Mizrahi; Juan Trastoy; Vincent Cros; P. Bortolotti; Leandro Soares Martins; A. S. Jenkins; Ricardo Ferreira; Julie Grollier
Opublikowane w: Physical Review Applied, Numer 1, 2020, ISSN 2331-7019
Wydawca: American Physical Society
DOI: 10.1103/physrevapplied.13.044050

Designing Large Arrays of Interacting Spin-Torque Nano-Oscillators for Microwave Information Processing

Autorzy: Philippe Talatchian; M. Romera; F. Abreu Araujo; P. Bortolotti; Vincent Cros; Damir Vodenicarevic; Nicolas Locatelli; Damien Querlioz; Julie Grollier
Opublikowane w: Physical Review Applied, Numer 2, 2020, ISSN 2331-7019
Wydawca: American Physical Society
DOI: 10.48550/arxiv.1908.09908

Physics for neuromorphic computing

Autorzy: Danijela Marković; Alice Mizrahi; Damien Querlioz; Julie Grollier
Opublikowane w: Nature Reviews Physics, Numer 1, 2020, ISSN 2522-5820
Wydawca: Nature
DOI: 10.1117/12.2591731

Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input

Autorzy: Ernoult, Maxence; Grollier, Julie; Querlioz, Damien; Bengio, Yoshua; Scellier, Benjamin
Opublikowane w: Advances in Neural Information Processing Systems 32 (NeurIPS 2019), Numer 1, 2019, ISBN 9781713807933
Wydawca: NeurIPS, H. Wallach and H. Larochelle and A. Beygelzimer and F. d'Alché-Buc and E. Fox and R. Garnett
DOI: 10.48550/arxiv.1905.13633

Training Dynamical Binary Neural Networks with Equilibrium Propagation

Autorzy: Jérémie Laydevant; Maxence Ernoult; Damien Querlioz; Julie Grollier
Opublikowane w: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Numer 1, 2021, ISBN 978-1-6654-4899-4
Wydawca: IEEE
DOI: 10.1109/cvprw53098.2021.00522

Neuromorphic computing through time-multiplexing with a spin-torque nano-oscillator

Autorzy: M. Riou, F. Abreu Araujo, J. Torrejon, S. Tsunegi, G. Khalsa, D. Querlioz, P. Bortolotti, V. Cros, K. Yakushiji, A. Fukushima, H. Kubota, S. Yuasa, M. D. Stiles, J. Grollier
Opublikowane w: 2017 IEEE International Electron Devices Meeting (IEDM), 2017, Strona(/y) 36.3.1-36.3.4, ISBN 978-1-5386-3559-9
Wydawca: IEEE
DOI: 10.1109/IEDM.2017.8268505

Microwave Neural Processing and Broadcasting with Spintronic Nano-Oscillators

Autorzy: P. Talatchian, M. Romera, S. Tsunegi, F. Abreu Araujo, V. Cros, P. Bortolotti, J. Trastoy, K. Yakushiji, A. Fukushima, H. Kubota, S. Yuasa, M. Ernoult, D. Vodenicarevic, T. Hirtzlin, N. Locatelli, D. Querlioz, J. Grollier
Opublikowane w: 2018 IEEE International Electron Devices Meeting (IEDM), 2018, Strona(/y) 27.4.1-27.4.4, ISBN 978-1-7281-1987-8
Wydawca: IEEE
DOI: 10.1109/iedm.2018.8614585

Memory-Centric Neuromorphic Computing With Nanodevices

Autorzy: Damien Querlioz; Julie Grollier; Tifenn Hirtzlin; Jacques-Olivier Klein; Etienne Nowak; Elisa Vianello; Marc Bocquet; Jean-Michel Portal; M. Romera; Philippe Talatchian
Opublikowane w: Biomedical Circuits and Systems Conference (BiOCAS), Numer 1, 2019
Wydawca: IEEE
DOI: 10.1109/biocas.2019.8919010

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