A constrained optimization approach to preserving prior knowledge during incremental training
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In this paper, a supervised neural network training technique based on constrained optimization is developed for preserving prior knowledge of an input-output mapping during repeated incremental training sessions. The prior knowledge, referred to as long-term ... ...
