Neuromorphic computing with nanoscale spintronic oscillators

Microwave emission power exceeding 10 μW in spin torque vortex oscillator

(2016) Sumito Tsunegi et al.   APPLIED PHYSICS LETTERS

Spintronic Nanodevices for Bioinspired Computing

(2016) Julie Grollier et al.   PROCEEDINGS OF THE IEEE

Magnetoresistive Random Access Memory

(2016) Dmytro Apalkov et al.   PROCEEDINGS OF THE IEEE

Coupled Spin Torque Nano Oscillators for Low Power Neural Computation

(2015) Karthik Yogendra et al.   IEEE TRANSACTIONS ON MAGNETICS

Deep learning

(2015) Yann LeCun et al.   NATURE

Spin-wave-beam driven synchronization of nanocontact spin-torque oscillators

(2015) A. Houshang et al.   Nature Nanotechnology

Delay-Based Reservoir Computing: Noise Effects in a Combined Analog and Digital Implementation

(2015) Miguel C. Soriano et al.   IEEE Transactions on Neural Networks and Learning Systems

Properties of magnetic tunnel junctions with a MgO/CoFeB/Ta/CoFeB/MgO recording structure down to junction diameter of 11 nm

(2014) H. Sato et al.   APPLIED PHYSICS LETTERS

Response to noise of a vortex based spin transfer nano-oscillator

(2014) Eva Grimaldi et al.   PHYSICAL REVIEW B

From Birdsong to Human Speech Recognition: Bayesian Inference on a Hierarchy of Nonlinear Dynamical Systems

(2013) Izzet B. Yildiz et al.   PLoS Computational Biology

A scalable neuristor built with Mott memristors

(2012) Matthew D. Pickett et al.   NATURE MATERIALS

Photonic Nonlinear Transient Computing with Multiple-Delay Wavelength Dynamics

(2012) Romain Martinenghi et al.   PHYSICAL REVIEW LETTERS

Optoelectronic Reservoir Computing

(2012) Y. Paquot et al.   Scientific Reports

Spin-wave interference patterns created by spin-torque nano-oscillators for memory and computation

(2011) Ferran Macià et al.   NANOTECHNOLOGY

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications

Nonlinear Auto-Oscillator Theory of Microwave Generation by Spin-Polarized Current

(2009) A. Slavin et al.   IEEE TRANSACTIONS ON MAGNETICS