narx simulator with neural networks online with Winfy

We have hosted the application narx simulator with neural networks in order to run this application in our online workstations with Wine or directly.

Quick description about narx simulator with neural networks:

This projects aims at creating a simulator for the NARX (Nonlinear AutoRegressive with eXogenous inputs ) architecture with neural networks. The system can fallback to MLP ( multi layer perceptron ), TDNN ( time delay neural network ), BPTT ( backpropagation through time ) and a full NARX architecture.
The system is intended to be used as a time series forecaster for educational purposes.
This projects is my personal master thesis developed at the Master of Artificial Intelligence at Universitat Polytecnica de Catalunya, Barcelona
The project presents artificial generated data but also real data tests from temperature, weather, economy.
Please refer to the documentation for test results.
If you want to improve or be part of this project, please send me a message.

Features:

• NARX simulation engine

Audience: Science/Research, Education.
User interface: Qt.
Programming Language: C++.
Categories: