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?