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PDF | A new discrete neural networks adaptive resonance theory (ART), which allows solving problems with multiple solutions, is developed. New. Though the concept of artificial neural network has been in existence since the 1950s, it's only recently that we have capable hardware to turn theory intoIf all the hyperplanes for a given training set intersect at a single point w?, then must w? be an optimal solution to the linear regression problem? Why or After sufficient training the neural computer is able to relate the problem data to the solutions, inputs to outputs, and it is then able to offer a.