activity
20152020
most citedPeriodic structure of memory function in spintronics reservoir with feedback current

31 citations · 173 across the 12 of their papers we have counts for

collaborators

15 papers

cond-mat.mes-hall202013 cited

Spin-torque Dynamics for Noise Reduction in Vortex-based Sensors

Mafalda Jotta Garcia, Julien Moulin, Steffen Wittrock +12

Performance of magnetoresistive sensors is today mainly limited by their 1/f low-frequency noise. Here, we study this noise component in vortex-based TMR sensors. We compare the no…

cond-mat.mes-hall202027 cited

Step-like dependence of memory function on pulse width in spintronics reservoir computing

Terufumi Yamaguchi, Nozomi Akashi, Kohei Nakajima +3

Physical reservoir computing is a type of recurrent neural network that applies the dynamical response from physical systems to information processing. However, the relation betwee…

cond-mat.mes-hall202031 cited

Periodic structure of memory function in spintronics reservoir with feedback current

Terufumi Yamaguchi, Nozomi Akashi, Sumito Tsunegi +3

The role of the feedback effect on physical reservoir computing is studied theoretically by solving the vortex-core dynamics in a nanostructured ferromagnet. Although the spin-tran…

cond-mat.mes-hall2020

Influence of flicker noise and nonlinearity on the frequency spectrum of spin torque nano-oscillators

Steffen Wittrock, Philippe Talatchian, Sumito Tsunegi +12

The correlation of phase fluctuations in any type of oscillator fundamentally defines its spectral shape. However, in nonlinear oscillators, such as spin torque nano oscillators, t…

cond-mat.mes-hall20202 cited

Phase estimation of spin-torque oscillator by nonlinear spin-torque diode effect

Terufumi Yamaguchi, Sumito Tsunegi, Tomohiro Taniguchi

A theoretical analysis is developed on spin-torque diode effect in nonlinear region. An analytical solution of the diode voltage generated from spin-torque oscillator by the rectif…

physics.app-ph2020

Binding events through the mutual synchronization of spintronic nano-neurons

Miguel Romera, Philippe Talatchian, Sumito Tsunegi +9

The brain naturally binds events from different sources in unique concepts. It is hypothesized that this process occurs through the transient mutual synchronization of neurons loca…