Screen LibraryNeural networks and deep learning : a textbook /
Saved in:
| Main Authors: | |
|---|---|
| Published: |
Springer,
|
| Publisher Address: | Cham, Switzerland : |
| Publication Dates: | [2018] |
| Literature type: | Book |
| Language: | English |
| Subjects: | |
| Carrier Form: | xxiii, 497 pages : illustrations (some color) ; 25 cm |
| Bibliography: | Includes bibliographical references (pages 459-492) and index. |
| ISBN: |
9783319944623 3319944622 9783030068561 3030068560 |
| Index Number: | QA76 |
| CLC: | TP18 |
| Call Number: | TP18/A266 |
| Contents: |
Introduction to Neural Networks -- Machine Learning with Shallow Neural Networks -- Training Deep Neural Networks -- Teaching Deep Learners to Generalize -- Radical Basis Function Networks -- Restricted Boltzmann Machines -- Recurrent Neural Networks -- Convolutional Neural Networks -- Deep Reinforcement Learning -- Advanced Topics in Deep Learning. |