TY  - GEN
AU  - Goodfellow, Ian
AU  - Bengio, Yoshua
AU  - Courville, Aaron
TI  - Deep learning
SN  - 9780262035613
U1  - 006.31 
PY  - 2016///
CY  - Cambridge
PB  - The MIT Press
KW  - Machine learning
N1  - Introduction --
Applied math and machine learning basics. Linear algebra --
Probability and information theory --
Numerical computation --
Machine learning basics --
Deep networks: modern practices. Deep feedforward networks --
Regularization for deep learning --
Optimization for training deep models --
Convolutional networks --
Sequence modeling: recurrent and recursive nets --
Practical methodology --
Applications --
Deep learning research. 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  -