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Related Questions
- What is the 'dying ReLU' problem and how does it affect neural network convergence?
- How do different activation functions, such as Leaky ReLU and Parametric ReLU, address the 'dying ReLU' issue?
- What is the impact of the 'dying ReLU' problem on the performance of deep neural networks?
- Can you explain the role of activation functions in preventing the 'dying ReLU' problem and promoting convergence in neural networks?
- How do different initialization techniques, such as Xavier initialization, affect the 'dying ReLU' problem and convergence?
- What are some alternative activation functions that can be used to replace ReLU and mitigate the 'dying ReLU' issue?
- Can you discuss the relationship between the 'dying ReLU' problem and the vanishing gradient problem in deep neural networks?
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