Pattern Recognition with Deep Learning

  • Michael Paluszek
  • Stephanie Thomas


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.


  1. 13.
    Matthijs Hollemans. Convolutional Neural Networks on the iPhone with VGGNet., 2016.
  2. 18.
    Andrew Ng, Jiquan Ngiam, Chuan Yu Foo, Yifan Mai, Caroline Suen, Adam Coates, Andrew Maas, Awni Hannun, Brody Huval, Tao Wang, and Sameep Tandon. UFDL Tutorial., 2016.

Copyright information

© Michael Paluszek and Stephanie Thomas  2019

Authors and Affiliations

  • Michael Paluszek
    • 1
  • Stephanie Thomas
    • 1
  1. 1.PlainsboroUSA

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