Bayesian continual learning and forgetting in neural networks

Description of the variational inference framework Exact computation of the truncated posterior (Eq. (4)) becomes intractable…

Hybrid neural networks for continual learning inspired by corticohippocampal circuits

Corticohippocampal recurrent loops for episode learning and generalization Recent research increasingly supports the view that the…