Deep learning research landscape & roadmap in a nutshell: past, present and future -- Towards deep cortical learning
arXiv:1908.02130v11 citations
AI Analysis
It provides a speculative vision for future AI research, but is incremental as it synthesizes existing ideas without new empirical results.
The paper presents an overview of the deep learning landscape and roadmap, predicting that deep cortical learning will emerge as a convergence of deep learning and cortical learning to build an artificial cortical column.
The past, present and future of deep learning is presented in this work. Given this landscape & roadmap, we predict that deep cortical learning will be the convergence of deep learning & cortical learning which builds an artificial cortical column ultimately.