Triple‐Mode Ferroelectric Thin‐Film Transistor for Hybrid Electrical–Optical Reservoir Computing
A triple‐mode ferroelectric thin‐film transistor is developed by integrating Si3N4/HZO/IGZO layers to realize three independent memory modes: electric long‐term, electric short‐term, and optical short‐term. This single‐device architecture functions as both a reservoir and readout layer, achieving 92.43% MNIST accuracy. It offers a fully hardware‐based,
Hyeonho Lee +9 more
wiley +1 more source
Event-triggered self-regulating integrated PID extreme optimization and fault-tolerant strategy for floating offshore platforms driven by TBG-EDF dual finite-time learning mechanism. [PDF]
Chao C, Liu Y, Wang Z.
europepmc +1 more source
An origami worm‐inspired robot achieves multimodal locomotion in confined pipelines through mechatronic integration that embeds actuation, control, and communication within each origami module. Large, reversible configuration and dimensional changes enable 25 gaits synthesized by a unified framework across peristaltic, inchworm, and wheel‐rolling modes
Qiwei Zhang +6 more
wiley +1 more source
Research on intelligent assembly method of aero-engine deep-cavity nuts based on torque-angle control. [PDF]
Liu Z, Huang X, Tan J.
europepmc +1 more source
A soft mechanoluminescent tactile sensor that converts force directly into light is presented, enabling imaging‐based, wiring‐free touch sensing. By integrating a flexible ML‐skin with CMOS readout, the system achieves high sensitivity, fast response, and high spatial resolution, while maintaining structural simplicity and energy efficiency, offering a
Yu Feng +11 more
wiley +1 more source
Direct robust adaptive tracking control of electric vehicles based on radial basis function neural networks. [PDF]
Xiao X, Fang X.
europepmc +1 more source
A sensor-fault resilient artificial pancreas using type-3 fuzzy logic and predictive controls. [PDF]
Mai VT +3 more
europepmc +1 more source
Adaptive fixed-time fault-tolerant trajectory tracking control for disturbed robotic manipulator. [PDF]
Anjum Z, Sun Z, Ahmed S, Azar AT.
europepmc +1 more source
Nonlinear control of quadrotor UAV under rotor failure for robust trajectory tracking. [PDF]
Simha A, Ambroziak L.
europepmc +1 more source

