In a previous paper, I introduced a new model of artificial intelligence rooted in information theory that can solve deep learning problems quickly and accurately in polynomial time. In this paper, I’ll present another set of algorithms that are so efficient, they allow for real-time deep learning on consumer devices. The obvious corollary of this paper is that existing consumer technology can, if properly exploited, drive artificial intelligence that is vastly more powerful than traditional machine learning and deep learning techniques.

Link here: https://www.researchgate.net/publication/335870861_Autonomous_Real-Time_Deep_Learning

PDF: Autonomous Real-Time Deep Learning.