Implementation of BP Neural Network with Generalized Delta Learning Rule and Momentum
Implementation of Backpropagation Neural Network featuring generalized delta learning rule with momentum for efficient weight optimization
MATLAB Implementation of Compressed Sensing Algorithms
Comprehensive compressed sensing code featuring multiple selectable measurement matrices for signal reconstruction applications
MATLAB Implementation of Image Pyramid with Algorithm Explanations
A clear and easy-to-learn MATLAB implementation of image pyramid, complete with code structure and practical application scenarios
MATLAB Implementation of Speech Recognition Preprocessing
MATLAB implementation for speech recognition preprocessing including endpoint detection, pre-emphasis, and windowing techniques with algorithmic explanations
Four Implementations of Wiener Filtering
Four implementations of Wiener filtering including comprehensive documentation and MATLAB code, featuring detailed algorithmic explanations and practical implementation insights
A Multilayer Perceptron Implementation in MATLAB with Neural Network Applications
Implementation of a multilayer perceptron neural network using MATLAB, featuring code examples for classification, regression, and clustering tasks with backpropagation algorithm demonstration.
MATLAB Implementation of SIFT Algorithm
SIFT algorithm code implemented in MATLAB, useful for beginners with included feature detection and matching explanations
Implementation of Bilinear Interpolation Algorithm
Implementation and Technical Overview of Bilinear Interpolation Algorithm
MATLAB Code Implementation of Support Vector Machines
MATLAB-based implementation of Support Vector Machines (SVM) handling both linearly separable and non-separable cases, including nonlinear SVM with common kernel functions for enhanced classification and prediction analysis.
MATLAB Implementation of Support Vector Machine with Code Examples
A complete MATLAB support vector machine program featuring multiple practical usage examples and implementation details