Bio-inspired Spin-Torque Computing Architectures

Convolutional Neural Networks with Radio-Frequency Spintronic Nano-Devices

Autori: Nathan Leroux; Arnaud De Riz; Dédalo Sanz-Hernández; Danijela Marković; Alice Mizrahi; Julie Grollier
Pubblicato in: Neuromorphic Computing and Engineering, Numero 1, 2022, ISSN 2634-4386
Editore: IOP Science
DOI: 10.48550/arxiv.2111.04961

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

Autori: Nathan Leroux; Danijela Marković; Erwann Martin; Teodora Petrisor; Damien Querlioz; Alice Mizrahi; Julie Grollier
Pubblicato in: Physical Review Applied, Numero 1, 2021, ISSN 2331-7019
Editore: 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

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

Spintronics for neuromorphic computing

Autori: Grollier, J.; Querlioz, D.; Camsari, K. Y.; Everschor-Sitte, K.; Fukami, S.; Stiles, M. D.
Pubblicato in: Nature Electronics, Numero 1, 2020, ISSN 2520-1131
Editore: Nature group
DOI: 10.1038/s41928-019-0360-9

Quantum neuromorphic computing

Autori: Danijela Marković; Julie Grollier
Pubblicato in: Applied Physics Letters, Numero 1, 2020, ISSN 0003-6951
Editore: 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

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

Interface-induced phenomena in magnetism

Autori: 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
Pubblicato in: Reviews of Modern Physics, Numero 1, 2017, ISSN 1539-0756
Editore: American Physical Society
DOI: 10.1103/revmodphys.89.025006

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

Autori: Axel Laborieux; Maxence Ernoult; Maxence Ernoult; Maxence Ernoult; Benjamin Scellier; Yoshua Bengio; Yoshua Bengio; Julie Grollier; Damien Querlioz
Pubblicato in: Frontiers in Neuroscience, Numero 1, 2021, ISSN 1662-453X
Editore: Frontiers
DOI: 10.48550/arxiv.2101.05536

Spintronic Nanodevices for Bioinspired Computing

Autori: Julie Grollier, Damien Querlioz, Mark D. Stiles
Pubblicato in: Proceedings of the IEEE, Numero 104/10, 2016, Pagina/e 2024-2039, ISSN 0018-9219
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JPROC.2016.2597152

Neuromorphic computing with nanoscale spintronic oscillators

Autori: 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
Pubblicato in: Nature, Numero 547/7664, 2017, Pagina/e 428-431, ISSN 0028-0836
Editore: Nature Publishing Group
DOI: 10.1038/nature23011

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

Autori: Damir Vodenicarevic, Nicolas Locatelli, Flavio Abreu Araujo, Julie Grollier, Damien Querlioz
Pubblicato in: Scientific Reports, Numero 7, 2017, Pagina/e 44772, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/srep44772

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

Autori: 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
Pubblicato in: Applied Physics Letters, Numero 109/25, 2016, Pagina/e 252404, ISSN 0003-6951
Editore: American Institute of Physics
DOI: 10.1063/1.4972346

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

Autori: Alice Mizrahi, Julie Grollier, Damien Querlioz, M. D. Stiles
Pubblicato in: Journal of Applied Physics, Numero 124/15, 2018, Pagina/e 152111, ISSN 0021-8979
Editore: American Institute of Physics
DOI: 10.1063/1.5042250

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

Autori: D. Marković, N. Leroux, M. Riou, F. Abreu Araujo, J. Torrejon, D. Querlioz, A. Fukushima, S. Yuasa, J. Trastoy, P. Bortolotti, J. Grollier
Pubblicato in: Applied Physics Letters, Numero 114/1, 2019, Pagina/e 012409, ISSN 0003-6951
Editore: American Institute of Physics
DOI: 10.1063/1.5079305

Vowel recognition with four coupled spin-torque nano-oscillators

Autori: 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
Pubblicato in: Nature, Numero 563/7730, 2018, Pagina/e 230-234, ISSN 0028-0836
Editore: Nature Publishing Group
DOI: 10.1038/s41586-018-0632-y

Skyrmion Gas Manipulation for Probabilistic Computing

Autori: D. Pinna, F. Abreu Araujo, J.-V. Kim, V. Cros, D. Querlioz, P. Bessiere, J. Droulez, J. Grollier
Pubblicato in: Physical Review Applied, Numero 9/6, 2018, ISSN 2331-7019
Editore: APS
DOI: 10.1103/PhysRevApplied.9.064018

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

Autori: 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
Pubblicato in: Physical Review Applied, Numero 12/2, 2019, ISSN 2331-7019
Editore: American Physical Society
DOI: 10.1103/PhysRevApplied.12.024049

Chaos and Relaxation Oscillations in Spin-Torque Windmill Spiking Oscillators

Autori: R. Matsumoto, S. Lequeux, H. Imamura, J. Grollier
Pubblicato in: Physical Review Applied, Numero 11/4, 2019, ISSN 2331-7019
Editore: American Physical Society
DOI: 10.1103/PhysRevApplied.11.044093

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

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

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

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

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

Autori: Philippe Talatchian; M. Romera; F. Abreu Araujo; P. Bortolotti; Vincent Cros; Damir Vodenicarevic; Nicolas Locatelli; Damien Querlioz; Julie Grollier
Pubblicato in: Physical Review Applied, Numero 2, 2020, ISSN 2331-7019
Editore: American Physical Society
DOI: 10.48550/arxiv.1908.09908

Physics for neuromorphic computing

Autori: Danijela Marković; Alice Mizrahi; Damien Querlioz; Julie Grollier
Pubblicato in: Nature Reviews Physics, Numero 1, 2020, ISSN 2522-5820
Editore: Nature
DOI: 10.1117/12.2591731

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

Autori: Ernoult, Maxence; Grollier, Julie; Querlioz, Damien; Bengio, Yoshua; Scellier, Benjamin
Pubblicato in: Advances in Neural Information Processing Systems 32 (NeurIPS 2019), Numero 1, 2019, ISBN 9781713807933
Editore: 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

Autori: Jérémie Laydevant; Maxence Ernoult; Damien Querlioz; Julie Grollier
Pubblicato in: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Numero 1, 2021, ISBN 978-1-6654-4899-4
Editore: IEEE
DOI: 10.1109/cvprw53098.2021.00522

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

Autori: 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
Pubblicato in: 2017 IEEE International Electron Devices Meeting (IEDM), 2017, Pagina/e 36.3.1-36.3.4, ISBN 978-1-5386-3559-9
Editore: IEEE
DOI: 10.1109/IEDM.2017.8268505

Microwave Neural Processing and Broadcasting with Spintronic Nano-Oscillators

Autori: 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
Pubblicato in: 2018 IEEE International Electron Devices Meeting (IEDM), 2018, Pagina/e 27.4.1-27.4.4, ISBN 978-1-7281-1987-8
Editore: IEEE
DOI: 10.1109/iedm.2018.8614585

Memory-Centric Neuromorphic Computing With Nanodevices

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

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