-
Introduction to Recurrent Neural Networks下载
资源介绍
• 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?