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Artificial neural networks (ANNs) are a broad class of computational models loosely based on biological neural networks. They encompass feedforward NNs (including "deep" NNs), convolutional NNs, recurrent NNs, etc.

2 votes

Backpropagation in multi-layer perceptron (MLP) doesn't converge

Have you tried learning rate decay? This gradually reduces the step size for each iteration, so that bigger steps are taken at the beginning, then smaller steps are taken later on. This can prevent yo …
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