Recurrent Neural Networks

Orhan Gazi Yalçın

2020Apress eBooks45 citationsDOI

Abstract

In Chapter 6 , we covered feedforward neural networks, which are the most basic artificial neural network types. Then, we covered convolutional neural networks in Chapter 7 as the type of artificial neural network architecture, which performs exceptionally good on image data. Now, it is time to cover another type of artificial neural network architecture, recurrent neural network, or RNN, designed particularly to deal with sequential data.

Topics & Concepts

Recurrent neural networkArtificial neural networkTime delay neural networkComputer scienceFeedforward neural networkTypes of artificial neural networksNervous system network modelsArtificial intelligencePhysical neural networkConvolutional neural networkDeep learningProbabilistic neural networkStochastic neural networkNeural Networks and Applications