清華大學
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English Version
工程學群
深度學習:吳尚鴻
授課老師
課程大綱
課程內容
第12講 Convolutional Neural Networks/Nuts and Bolts of Convolutional Neural Networks/Visualization and Style Transfer
Tweet
L12_A
Introduction
L12_B
1D and 2D Convolution
L12_C
Why Called Convolution
L12_D
Channels and Deep Local Patterns
L12_E
Pooling
L12_F
CNN Variants
L12_G
CNN Case Study
L12A
L12B
L12C
L12D
L12E
L12F
L12G
資料下載
相關連結
第10講 Neural Networks: Design/ TensorFlow101 & Word2Vec
第11講 Neural Networks: Optimization & Regularization
第13講 Recurrent Neural Networks/Seq2Seq Learning for Machine Translation
第14講 Unsupervised Learning/Autoencoders/GANs