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AIGP · Question #50

All of the following are common optimization techniques in deep learning to determine weights that represent the strength of the connection between artificial neurons EXCEPT:

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Question

All of the following are common optimization techniques in deep learning to determine weights that represent the strength of the connection between artificial neurons EXCEPT:

Options

  • AGradient descent, which initially sets weights to arbitrary values, and then at each step changes
  • BMomentum, which improves the convergence speed and stability of neural network training.
  • CAutoregression, which analyzes and makes predictions about time-series data.
  • DBackpropagation, which starts from the last layer working backwards.

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Topics

#deep learning optimization#gradient descent#backpropagation#neural networks
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