Beginning Anomaly Detection Using

Boltzmann machines.

Figure 4-79.  Plotting of validation loss shown in TensorBoard

Chapter 4   autoenCoders

---

179

© Sridhar Alla, Suman Kalyan Adari 2019 

S. Alla and S. K. Adari, Beginning Anomaly Detection Using Python-Based Deep Learning,  

https://doi.org/10.1007/978-1-4842-5177-5_5

CHAPTER 5

Boltzmann Machines

In this chapter, you will learn about Boltzmann machines and how the restricted 

Boltzmann machine can be used to perform anomaly detection.

In a nutshell, the following topics will be covered throughout this chapter:

•  What is a Boltzmann machine?

•  Restricted Boltzmann machines (RBMs)

•  RBM applications