Dynamic Nonlinear Behavior of Ionic Liquid-Based Reservoir Computing Devices.

ABSTRACT: Herein, a physical reservoir device that uses faradaic currents generated by redox reactions of metal ions in ionic liquids was developed. Synthetic time-series data consisting of randomly arranged binary number sequences ("1" and "0") were applied as isosceles-triangular voltage pulses with positive and negative voltage heights, respectively, and the effects of the faradaic current on short-term memory and parity-check task accuracies were verified. The current signal for the first half of the triangular voltage-pulse period, which contained a much higher faradaic current component compared to that of the second half of the triangular voltage-pulse period, enabled higher short-term memory task accuracy. Furthermore, when parity-check tasks were performed using a faradaic current generated

SUBMITTER: Matsuo T 

PROVIDER: S-EPMC9389526 | biostudies-literature | 2022 Aug

REPOSITORIES: biostudies-literature