Asia Pacific University Library catalogue


Aggarwal, Charu C.,

Neural networks and deep learning : a textbook / Charu C. Aggarwal - New York : Springer, c2019. - xxiii, 520 pages : illustration (some color.) ; 30 cm.

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

9783030068561 (paperback)


Neural networks (Computer science)
Machine learning.


Electronic books

QA76.87 / .A34 2019