模糊神经网络 - Matlab Forge | Premium MATLAB Algorithms & Functions

PCA+LDA+Rough Set+Fuzzy Neural Network Implementation for ORL Face Image Processing

This package contains 5 MATLAB codes implementing a comprehensive face recognition pipeline: 1) saveORLimage.m divides ORL face database into test set (ptest) and training set (pstudy), saved as imagedata.mat; 2) savelda.m performs PCA dimensionality reduction followed by LDA feature extraction, generating new test set (ldatest) and training set (ldastudy) saved as imageldadata.mat; 3) discretimage.m discretizes ldastudy data into discrete matrix disdata, stored as imagedisdata.mat; 4) savers.m constructs decision tables from disdata

MATLAB 251 views Tagged

Fuzzy Neural Network MATLAB Implementation

Implementation of fuzzy neural networks using MATLAB, complete with code examples and practical applications for effective problem-solving.

MATLAB 192 views Tagged

Fuzzy Neural Network Prediction Algorithm: Application in Jialing River Water Quality Assessment

Fuzzy Neural Network Prediction Algorithm for Jialing River Water Quality Evaluation - Integration of Fuzzy Logic and Neural Network Approaches with Implementation Details

MATLAB 208 views Tagged

Fuzzy Neural Networks for Function Approximation and Classification

Fuzzy neural network approximation and classification, fuzzy rule extraction, fast-growing and pruning network algorithms

MATLAB 219 views Tagged

ANFIS Fuzzy Neural Network for Chaotic Time Series Prediction

Source code implementation using Adaptive Neuro-Fuzzy Inference System (ANFIS) for chaotic time series prediction with enhanced algorithm explanations

MATLAB 267 views Tagged

Fuzzy Neural Network for Predicting Foundation Settlement

Foundation Settlement Prediction Using Fuzzy Neural Networks (Source Code from Practical Neural Network Tutorial)

MATLAB 224 views Tagged

Object Recognition in Remote Sensing Images Using Fuzzy Neural Network Approach

Implementation of object recognition in remote sensing images through fuzzy neural networks with code integration and algorithmic enhancements

MATLAB 206 views Tagged

Fuzzy Neural Network Implementation for Function Approximation and Classification

Fuzzy neural network implementation for function approximation and classification with fuzzy rule extraction capabilities using adaptive learning algorithms

MATLAB 259 views Tagged

Superior Fuzzy Neural Network Algorithm

This algorithm outperforms conventional fuzzy neural networks in training steps, training time, and error accuracy, demonstrating faster learning convergence and more stable error curves with enhanced generalization capabilities for complex problems.

MATLAB 197 views Tagged

Multisensor Information Fusion Using Fuzzy Neural Network for Distance and Bearing Determination

A simple yet effective partitioning algorithm based on fuzzy neural network is proposed for obstacle distance and bearing detection. BP neural network implementation enables robust obstacle environment classification and pattern recognition, providing an efficient navigation and obstacle avoidance solution for mobile robots through multi-sensor data fusion techniques.

MATLAB 239 views Tagged

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