Physical reservoir computing based on spin torque oscillator with forced synchronization

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

(2019) D. Marković et al.   APPLIED PHYSICS LETTERS

2018 IndexIEEE Transactions on MagneticsVol. 54

(2019)   IEEE TRANSACTIONS ON MAGNETICS

Reservoir Computing With Spin Waves Excited in a Garnet Film

(2018) Ryosho Nakane et al.   IEEE Access

Neural-Network Computation Using Spin-Wave-Coupled Spin-Torque Oscillators

(2018) Hiroko Arai et al.   Physical Review Applied

Macromagnetic Simulation for Reservoir Computing Utilizing Spin Dynamics in Magnetic Tunnel Junctions

(2018) Taishi Furuta et al.   Physical Review Applied

Evaluation of memory capacity of spin torque oscillator for recurrent neural networks

(2018) Sumito Tsunegi et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

Magnetic skyrmion-based synaptic devices

(2017) Yangqi Huang et al.   NANOTECHNOLOGY

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Harnessing Disordered-Ensemble Quantum Dynamics for Machine Learning

(2017) Keisuke Fujii et al.   Physical Review Applied

Analogue spin–orbit torque device for artificial-neural-network-based associative memory operation

(2016) William A. Borders et al.   Applied Physics Express

Spintronic Nanodevices for Bioinspired Computing

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

Self-Injection Locking of a Vortex Spin Torque Oscillator by Delayed Feedback

(2016) Sumito Tsunegi et al.   Scientific Reports

Critical current and linewidth reduction in spin-torque nano-oscillators by delayed self-injection

(2015) Guru Khalsa et al.   APPLIED PHYSICS LETTERS

Extremely Coherent Microwave Emission from Spin Torque Oscillator Stabilized by Phase Locked Loop

(2015) Shingo Tamaru et al.   Scientific Reports

Information processing via physical soft body

(2015) Kohei Nakajima et al.   Scientific Reports

High emission power and Q factor in spin torque vortex oscillator consisting of FeB free layer

(2014) Sumito Tsunegi et al.   Applied Physics Express

Exploiting short-term memory in soft body dynamics as a computational resource

(2014) K. Nakajima et al.   Journal of the Royal Society Interface

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

Time required to injection-lock spin torque nanoscale oscillators

(2013) William Rippard et al.   APPLIED PHYSICS LETTERS

Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing

(2012) L. Larger et al.   OPTICS EXPRESS

Field dependence of spin-transfer-induced vortex dynamics in the nonlinear regime

(2012) A. Dussaux et al.   PHYSICAL REVIEW B

Optoelectronic Reservoir Computing

(2012) Y. Paquot et al.   Scientific Reports

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications

Direct experimental measurement of phase-amplitude coupling in spin torque oscillators

(2010) L. Bianchini et al.   APPLIED PHYSICS LETTERS

Oscillatory transient regime in the forced dynamics of a nonlinear auto oscillator

(2010) Yan Zhou et al.   PHYSICAL REVIEW B

Large microwave generation from current-driven magnetic vortex oscillators in magnetic tunnel junctions

(2010) A. Dussaux et al.   Nature Communications