New Theory Cracks Open the Black Box of Deep Neural Networks

Even as machines known as “deep neural networks” have learned to converse, drive cars, beat video games and Go champions, dream, paint pictures and help make scientific discoveries, they have also confounded their human creators, who never expected so-called “deep-learning” algorithms to work so well. No underlying principle has guided the design of these learning […] Read more »

IDG Contributor Network: With deep learning, the data-rich get richer

In a previous post I discussed the promising applications for deep learning in the enterprise. The greatest potential for deep learning is in adding business-relevant structure to less-structured, sense-like data — such as images, audio and other sensor data. How quickly does the tone and affect of a support call from a frustrated customer change, […] Read more »

Nervana’s cloud platform makes deep learning more widely available

Deep learning has usually been accessible to only the largest organizations, but that’s starting to change. On Monday, an AI startup called Nervana launched a cloud offering for what it calls deep learning on demand. Nervana Cloud is a hosted platform designed to give organizations of all sizes the ability to quickly build and deploy […] Read more »