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- Feature extraction using convolution (04:11, 8 April 2013)
- Pooling (04:17, 8 April 2013)
- 数据预处理 (04:22, 8 April 2013)
- Data Preprocessing (04:22, 8 April 2013)
- Deriving gradients using the backpropagation idea (04:26, 8 April 2013)
- Sparse Coding (04:28, 8 April 2013)
- Independent Component Analysis (04:35, 8 April 2013)
- 独立成分分析 (04:37, 8 April 2013)
- 矢量化编程 (04:59, 8 April 2013)
- 神经网络向量化 (05:02, 8 April 2013)
- 主成分分析 (05:04, 8 April 2013)
- 栈式自编码算法 (05:15, 8 April 2013)
- 微调多层自编码算法 (05:16, 8 April 2013)
- 线性解码器 (05:18, 8 April 2013)
- 卷积特征提取 (05:20, 8 April 2013)
- 池化 (05:21, 8 April 2013)
- 梯度检验与高级优化 (05:33, 8 April 2013)
- 稀疏自编码器符号一览表 (05:34, 8 April 2013)
- 自我学习 (05:35, 8 April 2013)
- 白化 (05:37, 8 April 2013)
