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Related Questions
- What is the primary purpose of activation functions in deep neural networks?
- How do activation functions impact the flow of gradients during backpropagation in deep neural networks?
- What are the effects of vanishing gradients on the training process of deep neural networks?
- Can you explain the concept of exploding gradients and how it relates to deep neural networks?
- How do different types of activation functions (e.g. ReLU, Sigmoid, Tanh) affect gradient flow?
- What are some common techniques used to mitigate the vanishing gradient problem in deep neural networks?
- How does the choice of activation function impact the overall performance of a deep neural network model?
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