Use of Magnetoresistive Random-Access Memory as Approximate Memory for Training Neural Networks

Nicolas Locatelli, Adrien F. Vincent, Damien Querlioz

Role of spin-transfer torques on synchronization and resonance phenomena in stochastic magnetic oscillators

Artur Accioly, Nicolas Locatelli, Alice Mizrahi +4

Improved spectral stability in spin transfer nano-oscillators: single vortex versus coupled vortices dynamics

Nicolas Locatelli, Romain Lebrun, Vladimir V. Naletov +5

Perfect and robust phase-locking of a spin transfer vortex nano-oscillator to an external microwave source

A. Hamadeh, Nicolas Locatelli, V. V. Naletov +5

Nonlinear behavior and mode coupling in spin transfer nano-oscillators

Romain Lebrun, Nicolas Locatelli, Flavio Abreu Araujo +7

Vowel recognition with four coupled spin-torque nano-oscillators

Miguel Romera, Philippe Talatchian, Sumito Tsunegi +14

Identification and selection rules of the spin-wave eigen-modes in a normally magnetized nano-pillar

Vladimir V. Naletov, Grégoire De Loubens, Gonçalo Albuquerque +12

Synchronization Detection in Networks of Coupled Oscillators for Pattern Recognition

Damir Vodenicarevic, Nicolas Locatelli, Julie Grollier +1

Low-Energy Truly Random Number Generation with Superparamagnetic Tunnel Junctions for Unconventional Computing

Damir Vodenicarevic, Nicolas Locatelli, Alice Mizrahi +10

Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction

Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein +5

The paper demonstrates that binarized neural networks can tolerate the write errors inherent in spin‑torque MRAM, allowing low‑energy, error‑correction‑free in‑memory implementatio…

Circuit-Level Evaluation of the Generation of Truly Random Bits with Superparamagnetic Tunnel Junctions

Damir Vodenicarevic, Nicolas Locatelli, Alice Mizrahi +4

Spin torque building blocks

Nicolas Locatelli, Vincent Cros, Julie Grollier

A Neural Network Based on Synchronized Pairs of Nano-Oscillators

Damir Vodenicarevic, Nicolas Locatelli, Damien Querlioz

Noise-enhanced synchronization of stochastic magnetic oscillators

Nicolas Locatelli, Alice Mizrahi, Artur Accioloy +9

Nano-oscillator-based classification with a machine learning-compatible architecture

Damir Vodenicarevic, Nicolas Locatelli, Julie Grollier +1

Origin of spectral purity and tuning sensitivity in a vortex-based spin transfer nano-oscillator

A. Hamadeh, Grégoire De Loubens, Olivier Klein +5