2011-05-18 15:45:40

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该软件是NeuroSolutions 的Users级别的，主要功能如下：

主要功能：

Multilayer Perceptrons (MLP)
Generalized Feedforward networks
Probabilistic Neural Network (PNN)
Modular networks
Jordan-Elman networks
Self Organizing Map (SOM)
Radial Basis Function networks (RBF)
Neuro-Fuzzy (CANFIS)
Support Vector Machine (SVM)
Support Vector Machine Regression (SVM-R)
User-defined network topologies
Up to 500 neurons per layer
• Up to 6 hidden layers
  

Additional Features

Genetic Parameter Optimization
• Input Optimization - Greedy Search & Back-Elimination
  

Learning Paradigms

Backpropagation
Step
Momentum
Delta-Bar-Delta
Quickprop
Conjugate Gradient
Levenberg-Marquardt
Unsupervised Learning
Hebbian
Oja抯
Sanger抯
Competitive
• Kohonen
  

Competitive Advantage

Double-precision calculations
Fast simulations
Icon-based graphical user interface
• Extensive probing capabilities
  

 

此学习笔记针对主题：一个最新版的神经网络软件

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关键词：Optimization Calculations CAPABILITIES competitive Propagation Network network Vector hidden Users

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