A novel algorithm for training pyramidal pRAM neural networks on an unbalanced training set is proposed. The behaviour of the standard reinforcement learning algorithm is analysed and an adaptive learning rate algorit...
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A novel algorithm for training pyramidal pRAM neural networks on an unbalanced training set is proposed. The behaviour of the standard reinforcement learning algorithm is analysed and an adaptive learning rate algorithm that modifies the reinforcementlearningalgorithm based on readily available a priori class probability is developed.
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