Explore MATLAB source code curated for "Matlab实现" with clean implementations, documentation, and examples.
Pitch period extraction algorithm in speech signal processing using linear prediction methodology, implemented with MATLAB including code implementation details and key function explanations.
MATLAB-based implementation for recognizing 26 alphabet characters from images - successfully debugged and tested on MATLAB version 7.1
Implementation of Welch's method power spectrum estimation for sequence x(n) using MATLAB with code-related parameter explanations
Source code implementation for the Self-Organizing Map (SOM) algorithm - MATLAB-based neural network approach for dimensionality reduction
This project demonstrates the MATLAB implementation of logistic regression statistical algorithm, covering model building, output variable prediction, and prediction error analysis. The dataset from UCI's Ionosphere database contains 351 statistical instances with binary output variables indicating the quality of ionospheric radar returns. The implementation utilizes 32 feature values and includes preprocessed data for direct implementation. Key code components involve sigmoid function implementation, gradient descent optimization, and model evaluation metrics calculation.
MATLAB Implementation for Speech Signal Spectrogram Visualization with Adjustable Parameters
MATLAB-based implementation of BP neural network algorithm for approximating arbitrary nonlinear functions, featuring multi-layer network architecture with backpropagation training methodology
A thoroughly tested MATLAB implementation of the FSA (Finite State Automaton) algorithm featuring optimized code structure and reliable performance. The implementation includes state transition logic, input processing modules, and comprehensive error handling mechanisms for seamless integration into automation projects.
MATLAB implementation of Orthogonal Matching Pursuit (OMP) and CoSaMP algorithms for compressed sensing applications, featuring signal reconstruction, feature selection, and image processing capabilities.
This paper presents a method for measuring image similarity using color histograms, implemented in MATLAB with provided source code demonstrating histogram comparison algorithms.