Low-power-consumption physical reservoir computing model based on overdamped bistable stochastic resonance system

Z Liao, Z Wang, H Yamahara, H Tabata - Neurocomputing, 2022 - Elsevier
The physical implementation of reservoir computing (RC), a brain-inspired computing
framework, is attracting increasing attention in various research fields owing to its capability …

Boosting learning ability of overdamped bistable stochastic resonance system based physical reservoir computing model by time-delayed feedback

Z Shi, Z Liao, H Tabata - Chaos, Solitons & Fractals, 2022 - Elsevier
Physical reservoir computing (RC), which can be implemented by various physical systems,
is a low-cost neuromorphic framework with a fast learning capability. In the previous studies …

A Hardware Circuit for Extracting Weak Damage Characteristics of Steel Wire Rope Using an Asymmetric Monostable System

S Huang, Z Liu, A Li, J Yang… - … Journal of Circuit …, 2024 - Wiley Online Library
Non‐destructive testing of steel wire rope is significant in lifting machinery. However, it is still
challenging to extract weak damage characteristics of steel wire rope under noise caused by …