Neuralnetworks and deep learning : a textbook / Charu C. Aggarwal.
Imprint
Cham, Switzerland : Springer, 2018.
Copies
Location
Call No.
Status
Male Library
QA76.87.A343 2018
Available
Male Library
QA76.87.A343 2018 c.2
Available
Female Library
QA76.87.A343 2018
Available
Female Library
QA76.87.A343 2018 c.2
Available
Description
xxiii, 497 p. : ill. ; 28 cm.
Note
KH-AUL-3
Bibliography
Includes bibliographical references and index.
Contents
1 An Introduction to NeuralNetworks.- 2 Machine Learning with Shallow NeuralNetworks.- 3 Training Deep NeuralNetworks.- 4 Teaching Deep Learners to Generalize.- 5 Radical Basis Function Networks.- 6 Restricted Boltzmann Machines.- 7 Recurrent NeuralNetworks.- 8 Convolutional NeuralNetworks.- 9 Deep Reinforcement Learning.- 10 Advanced Topics in Deep Learning.