Introduction to Deep Learning: From Logical Calculus to Artificial Intelligence - Softcover

Book 71 of 116: Undergraduate Topics in Computer Science

Skansi, Sandro

 
9783319730059: Introduction to Deep Learning: From Logical Calculus to Artificial Intelligence

Synopsis

From Logic to Cognitive Science

Mathematical and Computational Prerequisites

Machine Learning Basics

Feed-forward Neural Networks

Modifications and Extensions to a Feed-forward Neural Network

Convolutional Neural Networks

Recurrent Neural Networks

Autoencoders

Neural Language Models

An Overview of Different Neural Network Architectures

Conclusion

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9783319730035: Introduction to Deep Learning: From Logical Calculus to Artificial Intelligence (Undergraduate Topics in Computer Science)

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ISBN 10:  3319730037 ISBN 13:  9783319730035
Publisher: Springer, 2018
Softcover