Reservoir Computing Using a Spin-Wave Delay-Line Active-Ring Resonator Based on Yttrium-Iron-Garnet Film

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

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

Recent advances in physical reservoir computing: A review

(2019) Gouhei Tanaka et al.   NEURAL NETWORKS

Physical reservoir computing based on spin torque oscillator with forced synchronization

(2019) Sumito Tsunegi et al.   APPLIED PHYSICS LETTERS

Reservoir computing with dipole-coupled nanomagnets

(2019) Hikaru NOMURA et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

Chaotic dynamics in a macrospin spin-torque nano-oscillator with delayed feedback

(2019) Jérôme Williame et al.   APPLIED PHYSICS LETTERS

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

(2019) M. Riou et al.   Physical Review Applied

Reservoir Computing on Spin-Torque Oscillator Array

(2019) Taro Kanao et al.   Physical Review Applied

Physical reservoir computing using magnetic skyrmion memristor and spin torque nano-oscillator

(2019) Wencong Jiang et al.   APPLIED PHYSICS LETTERS

Reservoir computing with two-bit input task using dipole-coupled nanomagnet array

(2019) Hikaru Nomura et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

Potential implementation of reservoir computing models based on magnetic skyrmions

(2018) George Bourianoff et al.   AIP Advances

Magnetic Skyrmion as a Nonlinear Resistive Element: A Potential Building Block for Reservoir Computing

(2018) Diana Prychynenko et al.   Physical Review Applied

Reservoir Computing With Spin Waves Excited in a Garnet Film

(2018) Ryosho Nakane et al.   IEEE Access

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

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Chaotic Spin-Wave Solitons in Magnetic Film Feedback Rings

(2011) Zihui Wang et al.   PHYSICAL REVIEW LETTERS

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications