NeuroSolutions: Level Summary

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NeuroSolutions Levels

NeuroSolutions is broken down into three different levels. This way you only have to pay for the capabilities that are useful to you. Below is a summary of these levels. If you are unsure which level would best suite your needs, please try our Product Advisor. If any of this information is unclear, please do not hesitate to contact our sales staff -- they would be glad to recommend a level that best meets your needs. Once you have determined the level of NeuroSolutions you need, you may obtain a price quote, view our price list or place an order.

View the side-by-side level comparison chart.

NeuroSolutions for Excel

NeuroSolutions for Excel is available as both a standalone and add-in product to NeuroSolutions. NeuroSolutions for Excel standalone has a variety of neural networks for static pattern recognition applications. NeuroSolutions for Excel as an add-on to higher-levels of NeuroSolutions can occupy advanced features such as genetic optimization, numerous of other neural network topologies and advanced neural network components such as attribute selection and input reduction.

Topologies

Linear Regression
Multilayer Perceptrons (MLP)
Generalized Feedforward Network
Probabilistic Neural Network (PNN)

Additional Features

Data Preprocessing and Analysis
Sensitivity Analysis
Build and compare multiple models at the click of a button
Enhanced reports for easy analysis and deployment
Advanced features available with licensed copy of NeuroSolutions

Users

The Users level adds the ability to optimize the inputs and neural network parameters using a genetic algorithm or attribute selection methods. The Users level also adds several more pre-built neural network topologies.

Topologies

Modular Network
Jordan/Elman Network
Self-Organizing Map (SOM)
Principal Component Analysis (PCA)
Radial Basis Function (RBF)
General Regression Neural Network (GRNN)
Fuzzy Logic Network (CANFIS)
Support Vector Machine (SVM)
Support Vector Machine Regression (SVM-R)
Up to 500 inputs/outputs/neurons per layer
Up to 6 hidden layers

Learning Paradigms

Backpropagation
- Backpropagation
- Step
- Momentum
- Delta-Bar-Delta
- Quickprop
- Conjugate Gradient
- Levenberg-Marquardt

Unsupervised Learning
- Hebbian
- Oja's
- Sanger's
- Competitive
- Kohonen

Additional Features

Genetic optimization of neural network parameters and inputs
Input Optimization - Greedy Search & Back-Elimination

Competitive Advantage

Double-precision calculations
Fast simulations
Icon-based graphical user interface
Extensive probing capabilities
Hybrid supervised/unsupervised topologies

Consultants

The Consultants level offers enhanced models which support dynamic pattern recognition, time-series prediction and process control problems. It gives you access to all available neural components and does not restrict the number of inputs, outputs or hidden neurons.

Topologies

All topologies of the Users level
Hopfield networks
Time Delay Neural Network (TDNN)
Time-Lag Recurrent Network (TLRN)
General Recurrent
User-defined network topologies

Over 100 components to build from
A virtually infinite number of possible networks

Input Pojection Algorithms

Principal Component Analysis
M-Dimensional Scaling
K-means Clustering
Locally Linear Embed
Self Organizing Map

Learning Paradigms

All paradigms of Users level
Recurrent Backpropagation
Backpropagation through time

Competitive Advantage

Unlimited inputs/outputs
Unlimited neurons per layer
Advanced input reduction techniques to improve performance and/or results
UModular design allowing user-defined network topologies
Dynamical systems modeling
Time-Lag Recurrent Networks

Developers

The Developers level allows you to implement your own algorithms as DLLs and generate ANSI-compatible C++ code generation, allowing you to embed NeuroSolutions' algorithms into your own applications (including learning). Furthermore, this level allows any simulation prototyped within NeuroSolutions to be run on other platforms (requires the Source Code License). The generated code can even include your custom algorithms, giving you complete flexibility in the neural network development process. Another option is to purchase a lower level of NeuroSolutions, but then add in the Custom Solution Wizard to generate the neural networks as compiled DLLs instead of C++ source code.

Features

All features of the Consultants level and lower
ANSI C++ Source Code generation
- Embed networks into your own applications
- Train networks on faster computers
Customized neural components
- Nonlinearities
- Interconnection matrices
- Gradient search procedures
- Error criteria
- Unsupervised learning rules
- Memory structures
- Customized input
- Customized output
- Customized parameter scheduling

NeuroSolutions overview in Chinese.

NeuroDimension, Inc. announces the release of NeuroSolutions 6.06

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