In deep learning, when the internal states of a neural network capture necessary information about previous time steps, it is particularly referred to as _______.

  • Backpropagation
  • Convolutional Layer
  • Long Short-Term Memory
  • Recurrent Neural Network
The term you're referring to is 'Recurrent Neural Network' (RNN). RNNs are designed to capture information from previous time steps, making them suitable for sequential data tasks like natural language processing and time series analysis.
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