19 citations · 29 across the 2 of their papers we have counts for
2 papers
cs.NE2021★ 19 cited
Continuous learning of spiking networks trained with local rules
Dmitry Antonov, Kirill Sviatov, Sergey Sukhov
Artificial neural networks (ANNs) experience catastrophic forgetting (CF) during sequential learning. In contrast, the brain can learn continuously without any signs of catastrophi…
cs.LG2018★ 10 cited
Non-Iterative Knowledge Fusion in Deep Convolutional Neural Networks
Mikhail Iu. Leontev, Viktoriia Islenteva, Sergey V. Sukhov
Incorporation of a new knowledge into neural networks with simultaneous preservation of the previous one is known to be a nontrivial problem. This problem becomes even more complex…