【文件属性】：
文件名称：Introduction to Recurrent Neural Networks
文件大小：3.91MB
文件格式：PDF
更新时间：2021-08-11 02:49:03
Recurrent Neural Networks Arun Mallya
• Why Recurrent Neural Networks (RNNs)??
• The Vanilla RNN unit?
• The RNN forward pass?
• Backpropagation refresher?
• The RNN backward pass?
• Issues with the Vanilla RNN?
• The Long Short-Term Memory (LSTM) unit?
• The LSTM Forward & Backward pass?
• LSTM variants and tips?
– Peephole LSTM?
– GRU?