Adaptive Prediction Using Linear Neural Networks with Function Implementation

Implementation of adaptive prediction through linear neural networks using the adapt function for online training, enabling real-time adjustment of network weights and biases to track time-varying signals and perform sequence prediction with dynamic parameter optimization.

MATLAB Implementation of Volterra Adaptive Prediction for Time Series Analysis

MATLAB program for Volterra adaptive prediction testing and chaotic sequence phase space reconstruction, featuring nonlinear system modeling and adaptive filtering algorithms