Classification tasks using input driven nonlinear magnetization dynamics in spin Hall oscillator
JR Mohan, AJ Mathew, K Nishimura, R Feng… - Scientific Reports, 2023 - nature.com
The inherent nonlinear magnetization dynamics in spintronic devices make them suitable
candidates for neuromorphic hardware. Among spintronic devices, spin torque oscillators …
candidates for neuromorphic hardware. Among spintronic devices, spin torque oscillators …
Evaluation of memory capacity and time series prediction using a spin Hall oscillator as reservoir
AJ Mathew, JR Mohan, R Feng… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Spintronic devices, such as spin Hall oscillators (SHOs) and spin transfer torque oscillators,
have become popular candidates for use as the reservoir in the reservoir computing (RC) …
have become popular candidates for use as the reservoir in the reservoir computing (RC) …