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
IM-NSGAII: A novel approach to boost convergence speed and population diversity in multi-objective optimization. [PDF]
Jiang W, Xie Z.
europepmc +1 more source
Memristive Physical Reservoir Computing
Memristors’ nonlinear dynamics and input‐dependent memory effects make them ideal candidates for high‐performance physical reservoir computing (RC). Based on their conductance modulation, memristors can be classified as electronic or optoelectronic types.
Dian Jiao +9 more
wiley +1 more source
Energy-efficiency optimization and comparison for IRS-assisted bidirectional relay and direct transmissions. [PDF]
Cai C +6 more
europepmc +1 more source
Reinforcement learning-controlled differential evolution with L-BFGS refinements. [PDF]
Cao Y, Wu B, Wen M.
europepmc +1 more source
Deep learning for adaptive chemotherapy: A DDPG-based approach to optimizing tumor-immune dynamics. [PDF]
Zhu W +7 more
europepmc +1 more source
DAIS-MQTT: A Distributed MQTT Communication Method Based on Intelligent QoS Routing and Hierarchical Collaboration. [PDF]
Lian M +5 more
europepmc +1 more source
Design and evaluation of a resilient IBN architecture: Integrating post-quantum cryptography with adaptive threat detection using machine learning. [PDF]
Roy KS +4 more
europepmc +1 more source

