TOP 5 TECHNOLOGY TRENDS TO WATCH OUT FOR IN 2016 TECHNOLOGY TRENDS 2016 Technology Trends 2016: With the New Year fast approaching, we highlight the big technology trends you just can’t ignore in 2016. MACHINE LEARNING & DEEP NEURAL NETS
Practical applications of Artificial Intelligence have always depended on the availability of machines to learn from their environment without a preprogrammed set of directions. Up until recently, Machine Learning was based on a human operator feeding the computer a huge number of examples, and manually correcting recognition mistakes. This is how Kinect initially learnt to recognize different body parts. However, recent developments in Deep Neural Networks (DNN) go one step further by removing human interference almost altogether, replicating the way brain cells interact and communicate organically. It already has had major successes in speech recognition, computer vision, and natural language processing, with Apple’s Siri for example being based on DNNs.