Recurrent Neural Networks
April 19, 2026Deep Learning,
RNN,
Recurrent Neural Networks,
Sequence Modelling,
BPTT,
Encoder Decoder,
Teacher Forcing,
Time Series
Recurrent Neural Networks #
Recurrent Neural Networks (RNNs) are neural networks designed for sequential data, where the order of inputs matters and the model must use information from earlier time steps to interpret later ones. Unlike a feedforward network, an RNN does not process each input in isolation. It carries a hidden state from one time step to the next, so the network can build a running summary of what it has seen so far.