neural network multilayer perceptron

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Based on our discussions in class, please use a computer programming language (Matlab, C++, Java, etc) to implement a neural network multilayer perceptron (three layers: one input layer, one hidden layer, and one output layer) with backpropagation algorithm. Please test your code with the 8-3-8 coding example as we discussed in class, and report your simulation results. Please plot a few snapshots of your simulation results such as weights, error convergence, hidden values, etc. Please submit your source code with the word file.

  • 9 years ago
  • 50
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