IEEE

Fine Tuning Hyperparameters of Deep Learning Models Using Metaheuristic Accelerated Particle Swarm Optimization Algorithm

Abstract: In recent years, Convolutional Neural Networks (CNNs) have emerged as powerful tools for solving complex real-world problems, particularly in the domain of image processing. The success of ...
IEEE

An Optimization Model for Offline Scheduling Policy of Low-Density Parity-Check Codes

Abstract: In this study, an optimization model for offline scheduling policy of low-density parity-check (LDPC) codes is proposed to improve the decoding efficiency of the belief propagation (BP). The ...
GitHub

MATLAB MCP Core Server

Install MATLAB (MathWorks) 2020b or later and add it to the system PATH. matlab-root Full path specifying which MATLAB to start. Do not include /bin in the path. By default, the server tries to find ...
Frontiers

Automatic detection system for aircraft engine turbine blade faults based on improved PSO

Introduction: With the increase of human travel, aviation activities become more frequent, and flight safety gains more attention. Faults in aircraft engine turbine blades seriously threaten flight ...
GitHub

Coupling LSTM Neural Networks and State-Space Models through Analytically Tractable Inference

This repo contains the matlab codes to reproduce the results for the paper: Vuong, Nguyen & Goulet (2024), Coupling LSTM Neural Networks and State-Space Models through Analytically Tractable Inference ...