Beginning Deep Learning with TensorFlow: Work with Keras, MNIST Data Sets, and Advanced Neural Networks

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

L. Long, X. ZengBeginning Deep Learning with TensorFlowhttps://doi.org/10.1007/978-1-4842-7915-1_11

11. Recurrent Neural Network

Liangqu Long¹   and Xiangming Zeng²

(1)

Shenzhen, Guangdong, China

(2)

State College, PA, USA

 

The powerful rise of artificial intelligence may be the best thing in human history, or it may be the worst thing.

—Steven Hawking

Convolutional neural network uses the local correlation of data and the idea of weight sharing to greatly reduce the amount of network parameters. It is very suitable for pictures with spatial and local correlation. It has been successfully applied to a series of tasks in the field of computer vision. In addition ...