Pattern Recognition with Deep Learning
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.
- 13.Matthijs Hollemans. Convolutional Neural Networks on the iPhone with VGGNet. http://matthijshollemans.com/2016/08/30/vggnet-convolutional-neural-network-iphone/, 2016.
- 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. http://ufldl.stanford.edu/tutorial/, 2016.