Introduction to Recurrent Neural Networks
• WhyRecurrentNeuralNetworks(RNNs)??• TheVanillaRNNunit?• TheRNNforwardpass?• Backpropagationrefresher?• TheRNNbackwardpass?• IssueswiththeVanillaRNN?• TheLongShort-TermMemory(LSTM)unit?• TheLSTMForward&Backwardpass?• LSTMvariantsandtips?– PeepholeLSTM?– GRU?
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