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Recurrent Neural Network (RNN)

  • Recurrent Neural Network (RNN) is a type of artificial neural network designed for processing sequential data.
  • The main differences between a RNN and a traditional feedforward neural network revolve around how they process data, especially with respect to sequential and temporal data.
  • In RNN, the hidden state at each time step depends on the hidden states from previous time steps.
  • The parameters (weights and biases) are updated using an optimization algorithm like Stochastic Gradient Descent (SGD).

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