Vanishing Gradient Problem

Group: 5 #group-5

Relations

  • Recurrent Neural Networks: The vanishing gradient problem is a challenge in training traditional Recurrent Neural Networks, where the gradients become smaller and smaller as they are backpropagated through time, making it difficult to learn long-term dependencies.
  • Backpropagation: The vanishing gradient problem can occur in deep neural networks, making it difficult for backpropagation to effectively update the weights.