Neural networks and deep learning : a textbook / Charu C. Aggarwal

By: Aggarwal, Charu C [author]Contributor(s): Ohio Library and Information NetworkMaterial type: TextTextPublisher: Cham, Switzerland : Springer, 2018Description: 1 online resource (xxiii, 497 pages) : illustrations (some color)Content type: text Media type: computer Carrier type: online resourceISBN: 9783319944630; 3319944630Subject(s): Neural networks (Computer science) | Machine learningGenre/Form: Electronic books DDC classification: 006.3/2 LOC classification: QA76.87Online resources: SpringerLink Connect to resource | SpringerLink Connect to resource | SpringerLink Connect to resource (off-campus)
Contents:
An introduction to neural networks -- Machine learning with shallow neural networks -- Training deep neural networks -- Teaching deep learners to generalize -- Radial basis function networks -- Restricted Boltzmann machines -- Recurrent neural networks -- Convolution neural networks -- Deep reinforcement learning -- Advanced topics in deep learning
Tags from this library: No tags from this library for this title. Log in to add tags.
    Average rating: 0.0 (0 votes)
Item type Current library Collection Call number Status Date due Barcode
e-Books e-Books Main Library -University of Zimbabwe
Click on Online resources to access the e-Book QA76.87 (Browse shelf (Opens below)) Available

Includes bibliographical references and index

An introduction to neural networks -- Machine learning with shallow neural networks -- Training deep neural networks -- Teaching deep learners to generalize -- Radial basis function networks -- Restricted Boltzmann machines -- Recurrent neural networks -- Convolution neural networks -- Deep reinforcement learning -- Advanced topics in deep learning

Available to OhioLINK libraries

There are no comments on this title.

to post a comment.