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Bidirectional RNN/LSTM Bidirectional RNNs connect two hidden layers that run in opposite directions to just one output, letting them to simply accept details from both the past and long term. Bidirectional RNNs, in contrast to conventional recurrent networks, are educated to forecast equally constructive and adverse time directions at the same time