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Questions and Answers
Which type of learning is primarily used in artificial neural networks?
Which type of learning is primarily used in artificial neural networks?
- Semi-supervised learning
- Supervised learning (correct)
- Unsupervised learning
- Reinforcement learning
What is the technique used to adjust the connection weights in artificial neural networks during training?
What is the technique used to adjust the connection weights in artificial neural networks during training?
- Gradient descent (correct)
- Simulated annealing
- Ant colony optimization
- Genetic algorithms
Which process involves propagating errors backward through the network to update the connection weights?
Which process involves propagating errors backward through the network to update the connection weights?
- Random weight initialization
- Forward propagation
- Backpropagation (correct)
- Stochastic gradient descent
What is the function of the perceptrons in artificial neural networks?
What is the function of the perceptrons in artificial neural networks?
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How are the input and output of artificial neural networks typically characterized?
How are the input and output of artificial neural networks typically characterized?
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