Deep Learning with Theano > PACKT 원서리스트

1 Theano Basics

2 Classifying Handwritten Digits with a Feedforward Network

3 Encoding Word into Vector

4 Generating Text with a Recurrent Neural Net

5 Analyzing Sentiment with a Bidirectional LSTM

6 Locating with Spatial Transformer Networks

7 Classifying Images with Residual Networks

8 Translating and Explaining with Encoding – decoding Networks

9 Selecting Relevant Inputs or Memories with the Mechanism of Attention

10 Predicting Times Sequences with Advanced RNN

11 Learning from the Environment with Reinforcement

12 Learning Features with Unsupervised Generative Networks

13 Extending Deep Learning with Theano

A Appendix A: Index