A Research Project

Abstract

Typically, when talking about deep learning, people think about image recognition, speech recognition, image detection, and so on. These are the most well-known applications, but the possibilities of deep neural networks are endless. In this chapter, I will show you how deep neural networks can be successfully applied to a less conventional problem: the extraction of a parameter in sensing applications. For this specific problem, we will develop the algorithms for a sensor, which I will describe later, to determine the oxygen concentration in a medium, for example, a gas.