Introduction to deep learning : from logical calculus to artificial intelligence /
Skansi, Sandro
Introduction to deep learning : from logical calculus to artificial intelligence / [electronic resource] Sandro Skansi - Cham, Switzerland : Springer, 2018 - 1 online resource (xiii, 191 pages) : illustrations
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
9783319730042 (E-book)
MACHINE LEARNING
NEURAL NETWORKS (COMPUTER SCIENCE)
ARTIFICIAL INTELLIGENCE
Q 325.5 / S52I 2018
Introduction to deep learning : from logical calculus to artificial intelligence / [electronic resource] Sandro Skansi - Cham, Switzerland : Springer, 2018 - 1 online resource (xiii, 191 pages) : illustrations
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
9783319730042 (E-book)
MACHINE LEARNING
NEURAL NETWORKS (COMPUTER SCIENCE)
ARTIFICIAL INTELLIGENCE
Q 325.5 / S52I 2018