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NeuroSolutions Products Levels
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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 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. |
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Level A - Standard
The Standard is the entry level of NeuroSolutions and it is intended for those who want to learn about neural networks. However, this level can be used to solve real-world problems with the most common neural network architecture, the multilayer perceptron (MLP).Topologies
- Multilayer Perceptron (MLP)
- Generalized Feedforward
- User-defined network topologies
- Modular
- Jordan/Elman
- Self-Organizing Map (SOM)
- Principal Component Analysis (PCA)
- Radial Basis Function (RBF)
- Probabilistic Neural Network (PNN)
- General Regression Neural Network (GRNN)
- Fuzzy Logic networks
- Support Vector Machine networks
- Up to 500 inputs/outputs/neurons per layer
- Up to 6 hidden layers
Learning Paradigms
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Backpropagation
- Step
- Momentum
- Delta-Bar-Delta
- Quickprop
- Conjugate Gradient
- Levenberg-Marquardt
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Unsupervised Learning
- Hebbian
- Oja's
- Sanger's
- Competitive
- Kohonen
Additional Features
- Genetic optimization of neural network parameters and inputs
Competitive Advantage
- Double-precision calculations
- Faster simulations
- Icon-based graphical user interface
- Extensive probing capabilities
- Hybrid supervised/unsupervised topologies
Level B - Professional
The Professional 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. 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). 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.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
Learning Paradigms
- All paradigms of Users level
- Recurrent backpropagation
- Backpropagation through time
ANSI C++ source code generation
- Embed neural networks into your own applications
- Train networks on faster computers
Competitive Advantage
- Unlimited inputs/outputs
- Unlimited neurons per layer
- Dynamical systems modeling
- Time-Lag Recurrent Networks
Level C - Developers
The Developers level allows you to implement your own algorithms as DLLs and generate C++ source code for your neural networks. The generated code can even include your custom algorithms, giving you complete flexibility in the neural network development process.Features
- All features of the Professional level
- User-defined dynamic link libraries to create customized neural components:
- Nonlinearities
- Interconnection matrices
- Gradient search procedures
- Error criteria
- Unsupervised learning rules
- Memory structures
- Customized input/output
- Customized parameter scheduling
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