Publications 2019

  • N. D. Truong, L. Kuhlmann, M. R. Bonyadi, D. Querlioz, L. Zhou, O. Kavehei, “Epileptic Seizure Forecasting with Generative Adversarial Networks”, IEEE Access, Vol. 7, 143999, 2019. Open access link.

  • A. Siemon, R. Drabinski, M. J. Schultis, X. Hu, E. Linn, A. Heittmann, R. Waser, D. Querlioz, S. Menzel, J. S. Friedman, “Stateful Three-Input Logic with Memristive Switches”, Scientific Reports, Vol. 9, Article number: 14618, 2019. Open access link.

  • 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, “Temporal Pattern Recognition with Delayed-Feedback Spin-Torque Nano-Oscillators”, Physical Review Applied, Vol. 12 (2), 024049, 2019. Link. Preprint.

  • L. Herrera Diez, Y. T. Liu, D.A. Gilbert, M. Belmeguenai, J. Vogel, S. Pizzini, E. Martinez, A. Lamperti, J. B. Mohammedi, A. Laborieux, Y. Roussigné, A. J. Grutter, E. Arenholtz, P. Quarterman, B. Maranville, S. Ono, M. Salah E. l. Hadri, R. Tolley, E. E. Fullerton, L. Sanchez-Tejerina, A. Stashkevich, S. M. Chérif, A. D. Kent, D. Querlioz, J. Langer, B. Ocker, D. Ravelosona, “Nonvolatile Ionic Modification of the Dzyaloshinskii-Moriya Interaction”, Physical Review Applied, Vol. 12 (3), 034005, 2019. Link.

  • T. Hirtzlin, B. Penkovsky, M. Bocquet, J.-O. Klein, J.-M. Portal and D. Querlioz, “Stochastic Computing for Hardware Implementation of Binarized Neural Networks”, IEEE Access, 76394 , 2019. Open access link.

  • C. H. Bennett, V. Palmar, L. E. Calvet, J.-O. Klein, M. Suri, M. J. Marinella and D. Querlioz, “Contrasting advantages of learning with random weights and backpropagation in non-volatile memory neural networks,” IEEE Access, 73938 , 2019. Open access link.

  • M. Ernoult, J. Grollier and D. Querlioz, “Using Memristors for Robust Local Learning of Hardware Restricted Boltzmann Machines”, Scientific Reports, Vol. 9, Article number: 1851 (2019). Open access link.

  • D. Marković, N. Leroux, M. Riou, F. A. Araujo, J. Torrejon, D. Querlioz, A. Fukushima, S. Yuasa, J. Trastoy, P. Bortolotti and J. Grollier, “Reservoir computing with the frequency, phase and amplitude of spin-torque nano-oscillators”, Applied Physics Letters, Vol. 114, 012409, 2019. Link. Preprint.

  • B. Zhang, Y. Xu, W. Zhao, D. Zhu, X. Lin, M. Hehn, G. Malinowski, D. Ravelosona, S. Mangin, “Energy-efficient domain wall motion governed by the interplay of helicity-dependent optical effect and spin-orbit torque“, Physical Review Applied 11(3), 034001 (2019).

  • B. Zhang, Y. Xu, W. Zhao, D. Zhu, H. Yang, X. Lin, M. Hehn, G. Malinowski, N. Vernier, D. Ravelosona, S. Mangin, “Domain-wall motion induced by spin transfer torque delivered by helicity-dependent femtosecond laser“, Physical Review B 99(14), 144402 (2019).

  • L. Herrera Diez, M. Voto, A. Casiraghi, M. Belmeguenai, Y. Roussigné, G. Durin, A. Lamperti, R. Mantovan, V. Sluka, V. Jeudy, Y. T. Liu , A. Stashkevich, S. M. Cherif, J. Langer, B. Ocker, L. Lopez-Diaz and D. Ravelosona, `Enhancement of the Dzyaloshinskii-Moriya interaction and domain wall velocity through interface intermixing in Ta/CoFeB/MgO“. Phys. Rev. B 99, 054431 (2019).

  • X. Zhao, B. Zhang, N. Vernier, X. Zhang, M. Sall, T. Xing, L. Herrera Diez, C. Hepburn, L. Wang, G. Durin, A. Casiraghi , M. Belmeguenai , Y. Roussigne , A. Stashkevich, S. M. Cherif, J. Langer , B. Ocker , S. Jaiswal , G. Jakob , M. Klaui, W. Zhao and D. Ravelosona, `Enhancing domain wall velocity through interface intermixing in W-CoFeBMgO films with perpendicular anisotropy’. Appl. Phys. Lett. 115, 122404 (2019).