Neural networks and deep learning : a textbook /: a textbook. (2018)

• Record Type: Book
• Further Information: Note: Charu C. Aggarwal.
• Authors: Aggarwal, Charu C
• Contents: 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xxiii, 497 pages), illustrations (some color)
• Subjects: 006.3/2; 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; Electronic books
• Languages: English
• ISBNs: 9783319944630; 3319944630
• Related ISBNs: 9783319944623
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed August 30, 2018).
• Access Rights: 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).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.