MATLAB Machine Learning Recipes: A Problem-Solution Approach

© Michael Paluszek and Stephanie Thomas  2019

Michael Paluszek and Stephanie ThomasMATLAB Machine Learning Recipeshttps://doi.org/10.1007/978-1-4842-3916-2_10

10. Pattern Recognition with Deep Learning

Michael Paluszek¹  and Stephanie Thomas¹

(1)

Plainsboro, NJ, USA

 

Neural nets fall into the Learning category of our taxonomy. In this chapter, we will expand our neural net toolbox with convolution and pooling layers. A general neural net is shown in Figure 10.1. This is a “deep learning” neural net because it has multiple internal layers. Each layer may have a distinct function and form. In the previous chapter, our multi-layer network had multiple layers, but they were all functionally similar and fully connected.

Figure 10.1

Deep learning neural ...