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Название: Optimal Performance of a Feed-Forward Network at Statistical Discrimination Tasks
Авторы: Bialek W., Scalettar R., Zee A.
Within the context of a particular statistical discrimination task, we make a quantitative comparison between the performance of a feed-forward neural network and the information-theoretic optimal performance. We also address the ability of such networks to generalize and the effect of network architecture on performance.