Principles of Blind Source Separation Using Independent Component Analysis
Introduction to the principles of blind source separation using Independent Component Analysis with practical code examples
Double Hidden Layer Backpropagation Neural Network Routine
A double hidden layer backpropagation neural network routine designed for educational purposes, featuring clear algorithm explanations and practical code implementation details.
Wavelet Analysis Theory: Reference Code Routines and Implementation Examples
A collection of practical code routines extracted from wavelet analysis theory, featuring algorithm explanations and key function descriptions for technical reference and implementation guidance.
Dynamic Fuzzy Neural Network Implementation Routine
A practically tested implementation of dynamic fuzzy neural networks with functional codebase and documented performance results.
MATLAB Code Implementation for Image Processing
Image Processing: Calculating Peak Signal-to-Noise Ratio (PSNR) in MATLAB with validated working examples
K-Medoids Clustering Algorithm Source Code with MATLAB Implementation
MATLAB routine featuring simple and easy-to-understand k-medoids clustering algorithm source code with detailed implementation insights
SVM Algorithm Implementation for Clustering and Classification Routines
Implementation of clustering and classification routines using SVM algorithm. Includes experimental datasets, execution results, and a classic reference paper titled "A New Fuzzy Cover Approach to Clustering". Code enhancements demonstrate feature scaling, kernel selection, and hyperparameter optimization techniques.
EEG Processing Library for MATLAB
A comprehensive MATLAB-based EEG processing library featuring extensive example routines with clear explanations, essential for medical image and graphics processing applications
Wavelet Transform-Based Speech Denoising Routine
This set of programs provides a wavelet transform-based speech denoising routine, where each program's specific functionality can be found in the source code.
Wavelet Analysis Signal Processing Routine
This routine demonstrates signal processing using wavelet analysis, providing valuable learning material for understanding wavelet applications with practical code implementation examples.