Consciousness is entailed by compositional learning of new causal structures in deep predictive processing systems
arXiv Preprint Archive January 17, 2023 V. A. Aksyuk
Machine learning algorithms have achieved superhuman performance in specific complex domains. However, learning online from few examples and compositional learning for efficient generalization across domains remain elusive. In humans, such learning includes specific declarative memory formation and is closely associated with consciousness. Predictive processing has been advanced as a principled...