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A C++ Neural Network that Learns to Recognise Diagrams
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Biomimetics Assignment 2: A C++ Neural Network that Learns to Recognise Diagrams Author: Daniel Rose Date: 4/12/02 F. A. O: Dr A. Bowyer Summary An investigation was carried out to ascertain the usefulness of Artificial Neural Networks. A program written in C++ was used to model a simple feed forward back propagation network. Experiments were carried out to test the systems ability to cope with noise, the effect of training it more than once on a particular set of noise levels, and the ability to recognise different patterns. The network performed well on data at moderate noise levels and was not really affected much by the amount of training it received, as long as it received some. It proved very good at recognising different patterns; there is no reason why it can't be trained to recognise any pattern at all. Introduction An investigation has been carried out on the usefulness of Neural Networks. Only one particular network has...
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