Cutting edge advancements in neural networks

As we saw in the previous section, we covered a lot of material in this book. However, the possibilities of neural networks are truly boundless. There are other important types of neural networks that we have not yet discussed in this book. For completeness, we shall discuss them in this section. As you shall see, these neural networks are very different than what we have seen so far, and it should provide you with a new perspective.

Generative adversarial networks

Generative adversarial networks (GANs) are a class of generative neural networks. To understand generative models, it's important to contrast them against discriminative models. So far in this book, we have focused...