Implement a neural network multilayer perceptron

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Reference no: EM131709363

Project Assignment

Problem 1

Based on our discussions in class, 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 by email.

Important: You should use your own words to write such a report. If you need to cite directly from other materials (website, papers, etc), please cite those as references appropriately.

You are encouraged to use Latex and write your final report in a regular IEEE Trans. or Conference paper style. However, WORD is also acceptable. Please print a hard copy.

Problem 2

Summarize the most useful and interesting thing you learn from this course.

Attachment:- Refrence.pdf

Reference no: EM131709363

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