MLP Neural Network Project with User Interface
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Resource Overview
This MLP (Multi-Layer Perceptron) neural network project features a comprehensive GUI interface. Execute the project by running GUI.m, which initializes the main application window and handles neural network configuration through callback functions.
Detailed Documentation
This neural network project implements an MLP (Multi-Layer Perceptron) architecture with an integrated user interface. To launch the application, run the GUI.m file, which serves as the main entry point that initializes the GUI components and establishes connection handlers for user interactions. The project is designed to help users better understand neural network concepts and applications, particularly focusing on multi-layer perceptrons. Through practical implementation featuring layer configuration panels, training parameter inputs, and real-time visualization components, users can gain hands-on experience with fundamental neural network operations. The interface includes dedicated sections for data preprocessing, network architecture setup, and training progress monitoring, enabling users to apply theoretical knowledge in practical scenarios. We believe this project will help users master essential neural network concepts and implement them effectively through interactive experimentation.
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