Computer Science · Machine Learning
Match List-I (Neural Network Activation Concepts) with List-II (Primary Function / Feature): List-IList-II A. Activation FunctionI. Adds non-linearity to the network to learn complex patterns B. SigmoidII. Outputs values squashed strictly between 0 and 1 C. ReLUIII. Avoids vanishing gradients for positive inputs with efficient computation D. SoftmaxIV. Normalizes network output scores into a probability distribution over multiclass targets Choose the correct answer from the options given below:
Verified Solution4 OptionsUpdated: October 2026👁️1 View
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- 1A-I, B-II, C-III, D-IV✓
- 2A-II, B-I, C-IV, D-III
- 3A-III, B-IV, C-I, D-II
- 4A-I, B-IV, C-II, D-III
Correct answer
A-I, B-II, C-III, D-IV
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