NeuralWorks Professional II/PLUS: A Comprehensive and Extensible Neural Network Environment
NeuralWorks Professional II/PLUS: A Powerful and Flexible Neural Network Development System
If you are looking for a full-featured, extensible neural network development environment that allows you to explore a variety of neural network paradigms and learning strategies, you should consider NeuralWorks Professional II/PLUS. This software is the world's standard in professional neural network development systems, and it has been used by thousands of researchers and practitioners in various fields and applications.
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NeuralWorks Professional II/PLUS lets you build, train, refine and deploy neural network solutions for prediction, classification, clustering, optimization, control, pattern recognition, data mining, and more. You can choose from any of the 28 major neural network paradigms and dozens of variations supported by NeuralWare, such as backpropagation, radial basis function, self-organizing map, probabilistic neural network, fuzzy ARTMAP, reinforcement learning, and many others. You can also create your own custom networks using the Designer Pack and User-Defined Neuro-Dynamics add-on components.
NeuralWorks Professional II/PLUS provides a user-friendly graphical interface that guides you through the entire neural network development process. You can easily import data from various sources, perform data preprocessing and transformation, select network architecture and parameters, train and test the network, analyze the results, and generate C code for deployment. You can also use the advanced features such as SaveBest, Optimize the Hidden Layer, ExplainNet, FlashCode, and User IO to enhance your network performance, interpretability, and integration.
NeuralWorks Professional II/PLUS is based on the NeuralWorks Predict Engine, which incorporates advanced data preparation facilities and neural network training methodologies that enable you to create and deploy high-performing neural networks even without in-depth knowledge of neural network technology. The Predict Engine can also generate C, VisualBasic, or Fortran 77 source code representations of trained neural networks which can be compiled and linked into embedded applications.
If you want to download NeuralWorks Professional II/PLUS for free and try it out yourself, you can do so by visiting the NeuralWare website and requesting a trial version. You will also find comprehensive documentation that covers the entire neural network development and deployment process, including a tutorial, a guide to neural computing, standard and advanced examples, reference manuals, technical notes, and FAQs. You can also contact NeuralWare for data modeling, analysis, and prototype neural network application development services.
NeuralWorks Professional II/PLUS is a powerful and flexible neural network development system that can help you solve complex problems with ease and efficiency. Whether you are a beginner or an expert in neural networks, you will find this software to be a valuable tool for your projects. Download NeuralWorks Professional II/PLUS today and discover the benefits of neural network technology.
How to Use NeuralWorks Professional II/PLUS for Neural Network Development and Deployment
In this section, we will show you how to use NeuralWorks Professional II/PLUS for neural network development and deployment. We will use a simple example of predicting the monthly sales of a company based on historical data. The steps are as follows:
Launch NeuralWorks Professional II/PLUS and select File -> New Project. Enter a name for your project and click OK.
Select Data -> Import Data and browse to the file that contains your data. In this example, we will use a CSV file that has two columns: Month and Sales. Click OK to import the data.
Select Data -> Data Preprocessing and Transformation. Here you can perform various operations on your data, such as scaling, normalization, filtering, noise reduction, etc. For this example, we will use the default settings and click OK.
Select Network -> InstaNet -> Backpropagation Builder. This will open a dialog box that lets you choose the network type, learning rule, activation function, number of hidden units, etc. For this example, we will use a standard backpropagation network with one hidden layer of 10 units and a sigmoid activation function. Click OK to create the network.
Select Train -> Train Network. This will open a dialog box that lets you choose the training parameters, such as learning rate, momentum, error tolerance, maximum epochs, etc. For this example, we will use the default settings and click OK to start the training.
During the training, you can monitor the progress of the network by looking at the graphs and statistics that are displayed on the screen. You can also pause, resume, or stop the training at any time by clicking the corresponding buttons.
When the training is finished, you can select Test -> Test Network to test the network on the same data or on new data. You can also select Analyze -> Analyze Network to view various information about the network, such as weights, outputs, errors, sensitivities, etc.
Select Deploy -> FlashCode to generate C code for your network. This will open a dialog box that lets you choose the name and location of the output file. Click OK to generate the code.
You can now use the generated C code to deploy your network in any application that supports C programming. You can also modify or extend the code as needed.
As you can see, NeuralWorks Professional II/PLUS makes it easy and convenient to develop and deploy neural network solutions. You can also explore other features and options that are available in the software, such as different network types, learning rules, data preprocessing methods, analysis tools, etc. You can also refer to the documentation for more details and examples.
Conclusion
NeuralWorks Professional II/PLUS is a powerful and flexible neural network development system that can help you solve complex problems with ease and efficiency. It supports a variety of neural network paradigms and learning strategies, and provides a user-friendly graphical interface that guides you through the entire neural network development process. You can also use the advanced features such as SaveBest, Optimize the Hidden Layer, ExplainNet, FlashCode, and User IO to enhance your network performance, interpretability, and integration. You can download NeuralWorks Professional II/PLUS for free and try it out yourself by visiting the NeuralWare website and requesting a trial version. You will also find comprehensive documentation that covers the entire neural network development and deployment process, including a tutorial, a guide to neural computing, standard and advanced examples, reference manuals, technical notes, and FAQs. You can also contact NeuralWare for data modeling, analysis, and prototype neural network application development services. NeuralWorks Professional II/PLUS is a valuable tool for anyone who wants to leverage the power of neural network technology for their projects. 4e3182286b
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