Beginning Anomaly Detection Using

temporal convolutional network.

Chapter 6   Long Short-term memory modeLS 

---

257

© 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_7

CHAPTER 7

Temporal Convolutional 

Networks

In this chapter, you will learn about temporal convolutional networks (TCNs). You will 

also learn how TCNs work and how they can be used to detect anomalies and how you 

can implement anomaly detection using a TCN. 

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

•  What is a temporal convolutional network?

•  Dilated temporal convolutional networks

•  Encoder-decoder temporal convolutional networks

•  TCN applications