Neural networks and deep learning : a textbook / Charu C. Aggarwal.
Material type:
TextPublisher: Cham, Switzerland : Springer, 2018Description: 1 online resource (xxiii, 497 pages) : illustrations (some color)Content type: - text
- computer
- online resource
- 9783319944630
- 3319944630
- Computer science
- Neural networks (Computer science)
- Machine learning
- Computers -- Online Services -- General
- Computers -- Systems Architecture -- General
- Computer networking & communications
- Computer architecture & logic design
- Artificial intelligence
- Information systems
- Computers -- Intelligence (AI) & Semantics
- Artificial intelligence
- 006.3/2 23
- QA76.87
| Item type | Current library | Call number | Status | |
|---|---|---|---|---|
Цахим ном
|
Эрдэм шинжилгээний номын сан | 006.3/2 | Available |
Academic
Includes bibliographical references and index.
1 An Introduction to Neural Networks.- 2 Machine Learning with Shallow Neural Networks.- 3 Training Deep Neural Networks.- 4 Teaching Deep Learners to Generalize.- 5 Radical Basis Function Networks.- 6 Restricted Boltzmann Machines.- 7 Recurrent Neural Networks.- 8 Convolutional Neural Networks.- 9 Deep Reinforcement Learning.- 10 Advanced Topics in Deep Learning.
Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK). UkOxU
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force. UkOxU
English
Online resource; title from PDF title page (SpringerLink, viewed August 30, 2018).