TY  - BOOK
AU  - Goodfellow,Ian
AU  - 
AU  - Bengio,Yoshua
AU  - Courville,Aaron
AU  - 
AU  - 
TI  - Deep learning
T2  - Adaptive computation and machine learning
SN  - 9780262035613 
U1  - 006.31 23
PY  - 2017///
CY  - Cambridge, MA : 
PB  - MIT Press, 
KW  - Machine learning
N1  - Includes bibliographical references (pages 711-766) and index; Linear algebra --; Probability and information theory --; Numerical computation --; Machine learning basics --; Deep feedforward networks --; Regularization for deep learning --; Optimization for training deep models --; Convolutional networks --; Sequence modeling: recurrent and recursive nets --; Practical methodology --; Applications --; Linear factor models --; Autoencoders --; Representation learning --; Structured probabilistic models for deep learning --; Monte Carlo methods --; Confronting the partition function --; Approximate inference --; Deep generative models
ER  -