Explore MATLAB source code curated for "Matlab工具箱" with clean implementations, documentation, and examples.
Echo State Neural Network (ESN) is an exceptional recurrent neural network architecture widely studied across multiple domains. This MATLAB toolbox, developed by ESN's original inventors, provides researchers and practitioners with reference implementations and practical utilities for ESN-based applications, featuring reservoir computing mechanisms and efficient training algorithms.
A comprehensive MATLAB toolbox for stereo camera system calibration, stereo image rectification, and 3D triangulation. The package includes a PDF documentation file and a compressed MATLAB program archive containing experimental images. The toolbox implements camera calibration algorithms using checkerboard patterns, performs epipolar geometry-based image rectification, and calculates 3D coordinates through triangulation methods.
MATLAB toolbox for particle filter implementation with Monte Carlo Bayesian filtering capabilities
MATLAB toolbox for robust control with comprehensive programming PDF documentation, providing essential resources for learning robust control programming through practical code examples and algorithm implementations.
A comprehensive international MATLAB toolbox for Dempster-Shafer Theory (DST) implementation, providing authoritative algorithms for evidence combination, uncertainty modeling, and belief function computation with extensive simulation and visualization capabilities.
MATLAB toolbox for Hidden Markov Models (HMM) with comprehensive functions for model construction, training, simulation, and analysis of time-series data.
MATLAB Toolbox for Gibbs Sampling Problems with Code Implementation Details
This MATLAB toolbox implements key components of human visual system including luminance masking, contrast masking, and contrast sensitivity functions. It serves as excellent introductory material for learning HVS concepts with practical code examples.
MATLAB Toolbox for Pulse Coupled Neural Network Algorithm Implementation
MATLAB Toolbox for Classical Level Set Methods with Implementation Details