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- Exercise:Learning color features with Sparse Autoencoders (21:00, 21 June 2011)
- Exercise:Independent Component Analysis (04:31, 4 October 2011)
- UFLDL Recommended Readings (07:00, 18 February 2012)
- Exercise:Sparse Autoencoder (14:34, 10 July 2012)
- UFLDL Tutorial CN (13:57, 5 March 2013)
- SOFTMAX回归 (15:15, 11 March 2013)
- 稀疏自编码重述 (12:45, 19 March 2013)
- Neural Networks CN (00:27, 29 March 2013)
- Main Page (01:25, 31 March 2013)
- Neural Networks (19:38, 6 April 2013)
- 神经网络 (12:34, 7 April 2013)
- Gradient checking and advanced optimization (12:40, 7 April 2013)
- Autoencoders and Sparsity (12:43, 7 April 2013)
- Sparse Autoencoder Notation Summary (12:45, 7 April 2013)
- Visualizing a Trained Autoencoder (12:49, 7 April 2013)
- Backpropagation Algorithm (12:50, 7 April 2013)
- Vectorization (13:07, 7 April 2013)
- Logistic Regression Vectorization Example (13:09, 7 April 2013)
- Neural Network Vectorization (13:13, 7 April 2013)
- PCA (13:18, 7 April 2013)
