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Open access 2025

APPLICATION OF SUGENO FUZZY INFERENCE ALGORITHM IN THE PROBLEM OF PREDICTING THE RESIDUAL LIFE

Background. The problem of increasing noise immunity, secrecy, reliability, throughput and range of ground and airborne electronic systems (RES), as well as determining the values of the residual resource, is relevant in the modern world. The technical condition of radio engineering systems depends on many factors, the...

Hải Minh Trần, Ku Thanh Phong, Thang The Nguyen et al. · 0 citations
#machine learning Preprint Sep 2026

Real-Time Plasma State Prediction via FPGA-Accelerated Quantized Recurrent Probabilistic Neural Networks

A design that fits comfortably within all four resource budgets at deterministic sub-10~$\mu$s single-timestep latency, meeting the requirements for real-time inference inside a model-predictive-control-style plasma control loop is reported.

Daniel Gaytan-Villarreal, A. Xie, T. Phạm et al. · 0 citations

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