Friday April 28, 2017

What is so Deep about Deep Learning?

We hear the term "deep learning" thrown around a lot now days, and Sandeep Raut over at the site readwrite, gives us a quick and dirty lesson as to what deep learning is. While he touches on it in an non-esoteric way, if you are in the dark he gives you a idea of why going deep really matters. Deeper is always better.

News Image

Why is deep learning called deep? It is because of the structure of those ANNs. Four decades back, neural networks were only two layers deep as it was not computationally feasible to build larger networks. Now, it is common to have neural networks with 10+ layers and even 100+ layer ANNs are being tried upon.

Using multiple levels of neural networks in deep learning, computers now have the capacity to see, learn, and react to complex situations as well or better than humans.