EEG Topography Plotting Function
Function for creating EEG topographic maps with color-coded representations of electrical activity across different cerebral cortex regions
Function for Converting Geodetic Latitude and Longitude Coordinates to Geocentric Earth Coordinates
A function that converts geodetic latitude and longitude coordinates to Earth-centered Earth-fixed (ECEF) coordinates.
Comparison of Several Common Differential Evolution Algorithms
This implementation contains five distinct mutation functions with two crossover methods, featuring clean code structure with detailed explanations. Beginners in differential evolution will find it particularly helpful for understanding core algorithmic variations through practical MATLAB examples.
MATLAB Implementation for Complex Networks with Degree Distribution Analysis
Calculation of degree distribution in complex networks using MATLAB functions, with visualization of degree distribution plots through efficient programming implementations
Multiple Functions for EEG Independent Component Analysis
A collection of functions for performing EEG independent component analysis, designed for direct implementation with minimal programming requirements
Cycle Spinning Method for Gibbs Effect Reduction Through Translation Transformation
Contains two programs: 1. Cycle spinning (translation transformation) method implementation for Gibbs effect elimination with signal processing algorithms 2. MATLAB function for measuring program execution time with performance benchmarking capabilities
Global Minimization of Contrast Function with Multiple Random Restarts
Implementation of global minimization for contrast functions using random restart strategy, assuming whitened data (identity covariance matrix). The optimization yields Wopt*x as the independent sources through iterative comparison and selection.
Laplace Distribution Function
Official Laplace distribution function implementation, proven effective for generating angles with specific distribution characteristics, featuring probability density calculation and random variable generation capabilities
HOG Feature Extraction MATLAB Function
HOG feature extraction function designed for pedestrian detection applications, implementing gradient-based feature computation for shape and texture analysis
Automatic Fuzzy Rule Extraction from Data
This is a custom-developed program for automatically extracting fuzzy rules from datasets. The package includes a main program and several functions capable of automated fuzzy rule extraction, rule merging, and rule optimization with intelligent algorithms.