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cs.LG2023★ 2 cited
Artificial Neuronal Ensembles with Learned Context Dependent Gating
Matthew J. Tilley, Michelle Miller, David J. Freedman
Biological neural networks are capable of recruiting different sets of neurons to encode different memories. However, when training artificial neural networks on a set of tasks, ty…
cs.LG2018
Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization
Nicolas Y. Masse, Gregory D. Grant, David J. Freedman
Humans and most animals can learn new tasks without forgetting old ones. However, training artificial neural networks (ANNs) on new tasks typically cause it to forget previously le…