Optimization of Parameters C and γ in Support Vector Machines
Optimizing SVM hyperparameters C and gamma with cross-validation and grid search techniques
MATLAB Code Implementation of Wavelet Transform
Source code for wavelet transform implementation using C and M-files, featuring practical algorithms for signal processing applications.
Source Code for Gabor Algorithm Implementations in MATLAB and C
Comprehensive MATLAB and C source code implementations of the Gabor algorithm with detailed technical explanations for signal and image processing applications
Comprehensive Guide to Backpropagation Algorithm with Multi-Language Code Implementation
A complete collection of backpropagation algorithm resources featuring MATLAB, C, and C++ source code implementations, including complete BP neural network programs with detailed algorithmic explanations and key function descriptions.
Image Segmentation Using Fuzzy Clustering Algorithm
Image Segmentation with Fuzzy Clustering Algorithm - MATLAB implementation of C-means clustering segmentation that accepts the number of segmentation classes as input, producing comparative results of segmented images with enhanced contrast and regional detail visibility.
G.729A Encoding and Decoding Simulation Program
This is a mixed C and MATLAB implementation of a G.729A codec simulation program, featuring input speech vectors for testing and validation purposes.
Channel Encoding and Decoding of Regular LDPC Codes
Implementation of channel encoding and decoding for regular LDPC codes, featuring both MATLAB and C language versions using BP iterative decoding algorithms.
C Implementation of 3D FDTD Yee Algorithm for Free Space Simulations
This straightforward C code implements the 3D Finite-Difference Time-Domain (FDTD) method using Yee's algorithm, solving Maxwell's equations in free space on a Cartesian grid. The implementation features a simplified rectangular waveguide model with Perfect Electric Conductor (PEC) boundary conditions, using a leapfrog time-stepping approach with spatial staggering of electric and magnetic field components.