23 citations · 50 across the 9 of their papers we have counts for
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cs.NE2019★ 3 cited
Knowledge transfer in deep block-modular neural networks
Alexander V. Terekhov, Guglielmo Montone, J. Kevin O'Regan
Although deep neural networks (DNNs) have demonstrated impressive results during the last decade, they remain highly specialized tools, which are trained -- often from scratch -- t…
cs.NE2017
Block Neural Network Avoids Catastrophic Forgetting When Learning Multiple Task
Guglielmo Montone, J. Kevin O'Regan, Alexander V. Terekhov
In the present work we propose a Deep Feed Forward network architecture which can be trained according to a sequential learning paradigm, where tasks of increasing difficulty are l…