Building APF Using Simulink Modules in MATLAB
Implementation of Active Power Filter (APF) using MATLAB Simulink modules with successful testing validation
Neural Network-Based Self-Tuning PID Control Algorithm
Source code for a self-tuning PID control algorithm based on neural networks, featuring high practical value and proven operational stability through comprehensive testing
Wavelet Modulus Maxima Denoising
Implementation of wavelet modulus maxima denoising method, successfully tested in MATLAB with practical code examples and parameter optimization techniques.
MATLAB Implementation of Fingerprint Segmentation Algorithm with GUI Interface
This fingerprint segmentation algorithm effectively separates foreground and background in fingerprint images, achieving excellent results on FVC fingerprint database testing. The implementation includes a GUI interface for convenient testing and evaluation. The code features novel segmentation techniques not previously published, making it highly valuable for biometric research.
Foreign Artificial Bee Colony Algorithm Source Code
Artificial Bee Colony (ABC) Algorithm source code implementation, thoroughly tested and ready for use
MATLAB Code Implementation for Face Detection Software
MATLAB face detection software package with comprehensive testing results, demonstrating excellent performance and accuracy!
Support Vector Machine Classification Algorithm Implementation
Implementing support vector machine classification algorithm using MATLAB, with comprehensive data training and testing procedures to achieve accurate data categorization
Complete Pitch Recognition Program with Enhanced Algorithm Implementation
A comprehensive pitch recognition program featuring pitch detection, Dynamic Time Warping (DTW), Linear Predictive Cepstral Coefficients (LPCC), and Mel-Frequency Cepstral Coefficients (MFCC) extraction, thoroughly modified and validated for accuracy. Includes detailed code-level explanations of signal processing techniques and pattern recognition algorithms.
BP Neural Network Design Examples
Design examples of BP neural networks, where all cases have been tested and are ready to run immediately
Implementation of Training and Testing Procedures for Elman Recurrent Neural Network Prediction Model
Program framework for training and validating Elman RNN models applied to time series forecasting, featuring data preprocessing, network architecture configuration, and performance evaluation metrics