006.312
   Skansi, Sandro,
                  Introduction to deep learning : from logical calculus to artificial intelligence / Sandro Skansi. - 1 online resource (XIII, 191 pages) : 38 illustrations. - - Undergraduate Topics in Computer Science, 1863-7310 . - Undergraduate topics in computer science, .

Academic Includes bibliographical references and index.
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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English

                 9783319730042 3319730045

10.1007/978-3-319-73004-2 doi

com.springer.onix.9783319730042 Springer Nature

GBB8K0004 bnb

                 Computer science., Machine learning., Neural networks (Computer science), Artificial intelligence, Mathematics.Data mining., Optical pattern recognition., Coding theory., Computer vision., Pattern perception., Neural networks (Computer science), Image processing., Data mining., Computer science., Coding theory., Computers, Computer Vision & Pattern Recognition.Mathematics, Applied.Computers, Information Theory.Computers, Computer Graphics.Pattern recognition., Mathematical modelling., Coding theory & cryptology., Image processing., Computers, Database ManagementData Mining.Data mining., 


Electronic books.

QA76.9.D343