A neuro-inspired architecture for unsupervised continual learning based on online clustering and hierarchical predictive coding

Constantine Dovrolis

We propose that the Continual Learning desiderata can be achieved through a neuro-inspired architecture, grounded on Mountcastle's cortical column hypothesis. The proposed architec…