NeuroSolutions: NeuralBuilder

NeuroSolutions
NeuroSolutions v2.15
NeuroSolutions for Excel
Custom Solution Wizard
Interactive Book
Source Code License
Priority Support

GUI
NeuralBuilder
Step 1: Model Selection
Step 2: Training Data
Step 3: Cross Validation
Step 4: Topology Config.
Step 5: Layer Config.
Step 6: Simulation Control
Step 7: Probe Config.
Probing
Advanced Features
Developer Tools

The icon-based user interface of NeuroSolutions provides unprecedented design flexibility for constructing a neural network. This level of access, however, normally requires that you have a substantial amount of neural network knowledge. The NeuralBuilder utility eliminates this requirement by hiding the complexities of the network and simplifying the design process down to an easy, step-by-step procedure. Most importantly, the flexibility of the component-based construction is not lost. You can probe all internal network data and modify the network’s parameters and topology, just as if you had built the network from scratch.

Simply select a neural model, specify your data files, and set a few configuration parameters. The NeuralBuilder will compute default values for each parameter based on your input data. These default values will typically produce a network that is capable of solving your problem. However, the real power of NeuroSolutions is the level of access provided to you for parameter optimization.

Models supported by NeuralBuilder:

Multilayer Perceptron Neural Network
Generalized Feedforward Neural Network
Modular Neural Network
Jordan/Elman Neural Network
Principal Component Analysis Neural Network
Radial Basis Function Neural Network
Self-Organizing Feature Map Neural Network
Time-Lag Recurrent Neural Network
Recurrent Neural Network
Generalized Regression Neural Network
Probabilistic Neural Network
CANFIS Network (Fuzzy Logic)
Support Vector Machine