Bio-inspired Spin-Torque Computing Architectures

Project Information

bioSPINspired

Grant agreement ID: 682955

DOI

10.3030/682955

Project closed

EC signature date 19 May 2016

Start date 1 September 2016

End date 31 July 2022

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 907 767,00

EU contribution

€ 1 907 767,00

Coordinated by

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (21)

Convolutional Neural Networks with Radio-Frequency Spintronic Nano-Devices

Author(s): Nathan Leroux; Arnaud De Riz; Dédalo Sanz-Hernández; Danijela Marković; Alice Mizrahi; Julie Grollier
Published in: Neuromorphic Computing and Engineering, Issue 1, 2022, ISSN 2634-4386
Publisher: IOP Science
DOI: 10.48550/arxiv.2111.04961

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

Author(s): Nathan Leroux; Danijela Marković; Erwann Martin; Teodora Petrisor; Damien Querlioz; Alice Mizrahi; Julie Grollier
Published in: Physical Review Applied, Issue 1, 2021, ISSN 2331-7019
Publisher: 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

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

Spintronics for neuromorphic computing

Author(s): Grollier, J.; Querlioz, D.; Camsari, K. Y.; Everschor-Sitte, K.; Fukami, S.; Stiles, M. D.
Published in: Nature Electronics, Issue 1, 2020, ISSN 2520-1131
Publisher: Nature group
DOI: 10.1038/s41928-019-0360-9

Quantum neuromorphic computing

Author(s): Danijela Marković; Julie Grollier
Published in: Applied Physics Letters, Issue 1, 2020, ISSN 0003-6951
Publisher: 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

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

Interface-induced phenomena in magnetism

Author(s): 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
Published in: Reviews of Modern Physics, Issue 1, 2017, ISSN 1539-0756
Publisher: American Physical Society
DOI: 10.1103/revmodphys.89.025006

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

Author(s): Axel Laborieux; Maxence Ernoult; Maxence Ernoult; Maxence Ernoult; Benjamin Scellier; Yoshua Bengio; Yoshua Bengio; Julie Grollier; Damien Querlioz
Published in: Frontiers in Neuroscience, Issue 1, 2021, ISSN 1662-453X
Publisher: Frontiers
DOI: 10.48550/arxiv.2101.05536

Spintronic Nanodevices for Bioinspired Computing

Author(s): Julie Grollier, Damien Querlioz, Mark D. Stiles
Published in: Proceedings of the IEEE, Issue 104/10, 2016, Page(s) 2024-2039, ISSN 0018-9219
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JPROC.2016.2597152

Neuromorphic computing with nanoscale spintronic oscillators

Author(s): 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
Published in: Nature, Issue 547/7664, 2017, Page(s) 428-431, ISSN 0028-0836
Publisher: Nature Publishing Group
DOI: 10.1038/nature23011

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

Author(s): Damir Vodenicarevic, Nicolas Locatelli, Flavio Abreu Araujo, Julie Grollier, Damien Querlioz
Published in: Scientific Reports, Issue 7, 2017, Page(s) 44772, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/srep44772

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

Author(s): 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
Published in: Applied Physics Letters, Issue 109/25, 2016, Page(s) 252404, ISSN 0003-6951
Publisher: American Institute of Physics
DOI: 10.1063/1.4972346

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

Author(s): Alice Mizrahi, Julie Grollier, Damien Querlioz, M. D. Stiles
Published in: Journal of Applied Physics, Issue 124/15, 2018, Page(s) 152111, ISSN 0021-8979
Publisher: American Institute of Physics
DOI: 10.1063/1.5042250

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

Author(s): D. Marković, N. Leroux, M. Riou, F. Abreu Araujo, J. Torrejon, D. Querlioz, A. Fukushima, S. Yuasa, J. Trastoy, P. Bortolotti, J. Grollier
Published in: Applied Physics Letters, Issue 114/1, 2019, Page(s) 012409, ISSN 0003-6951
Publisher: American Institute of Physics
DOI: 10.1063/1.5079305

Vowel recognition with four coupled spin-torque nano-oscillators

Author(s): 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
Published in: Nature, Issue 563/7730, 2018, Page(s) 230-234, ISSN 0028-0836
Publisher: Nature Publishing Group
DOI: 10.1038/s41586-018-0632-y

Skyrmion Gas Manipulation for Probabilistic Computing

Author(s): D. Pinna, F. Abreu Araujo, J.-V. Kim, V. Cros, D. Querlioz, P. Bessiere, J. Droulez, J. Grollier
Published in: Physical Review Applied, Issue 9/6, 2018, ISSN 2331-7019
Publisher: APS
DOI: 10.1103/PhysRevApplied.9.064018

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

Author(s): 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
Published in: Physical Review Applied, Issue 12/2, 2019, ISSN 2331-7019
Publisher: American Physical Society
DOI: 10.1103/PhysRevApplied.12.024049

Chaos and Relaxation Oscillations in Spin-Torque Windmill Spiking Oscillators

Author(s): R. Matsumoto, S. Lequeux, H. Imamura, J. Grollier
Published in: Physical Review Applied, Issue 11/4, 2019, ISSN 2331-7019
Publisher: American Physical Society
DOI: 10.1103/PhysRevApplied.11.044093

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

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

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

Author(s): Danijela Marković; Nathan Leroux; Alice Mizrahi; Juan Trastoy; Vincent Cros; P. Bortolotti; Leandro Soares Martins; A. S. Jenkins; Ricardo Ferreira; Julie Grollier
Published in: Physical Review Applied, Issue 1, 2020, ISSN 2331-7019
Publisher: American Physical Society
DOI: 10.1103/physrevapplied.13.044050

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

Author(s): Philippe Talatchian; M. Romera; F. Abreu Araujo; P. Bortolotti; Vincent Cros; Damir Vodenicarevic; Nicolas Locatelli; Damien Querlioz; Julie Grollier
Published in: Physical Review Applied, Issue 2, 2020, ISSN 2331-7019
Publisher: American Physical Society
DOI: 10.48550/arxiv.1908.09908

Non-peer reviewed articles (1)

Physics for neuromorphic computing

Author(s): Danijela Marković; Alice Mizrahi; Damien Querlioz; Julie Grollier
Published in: Nature Reviews Physics, Issue 1, 2020, ISSN 2522-5820
Publisher: Nature
DOI: 10.1117/12.2591731

Conference proceedings (5)

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

Author(s): Ernoult, Maxence; Grollier, Julie; Querlioz, Damien; Bengio, Yoshua; Scellier, Benjamin
Published in: Advances in Neural Information Processing Systems 32 (NeurIPS 2019), Issue 1, 2019, ISBN 9781713807933
Publisher: 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

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

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

Author(s): 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
Published in: 2017 IEEE International Electron Devices Meeting (IEDM), 2017, Page(s) 36.3.1-36.3.4, ISBN 978-1-5386-3559-9
Publisher: IEEE
DOI: 10.1109/IEDM.2017.8268505

Microwave Neural Processing and Broadcasting with Spintronic Nano-Oscillators

Author(s): 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
Published in: 2018 IEEE International Electron Devices Meeting (IEDM), 2018, Page(s) 27.4.1-27.4.4, ISBN 978-1-7281-1987-8
Publisher: IEEE
DOI: 10.1109/iedm.2018.8614585

Memory-Centric Neuromorphic Computing With Nanodevices

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