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Browsing by Author "Gabrys, B."
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Є-insensitive Unsupervised Learning
Fyfe, C.; Gabrys, B. (BPI, 1999)One of the major paradigms for unsupervised learning in Artificial Neural Networks is Hebbian learning. The standard implementations of Hebbian learning are optimal under the assumptions of Gaussian noise in a data set. We derive e-insensitive Hebbian learning based on minimising the least absolute ...2021-07-27