Which of the following is NOT a common activation function used in ANNs?a.Tanh (Hyperbolic Tangent)b.Sigmoidc.ReLU (Rectified Linear Unit)d.Euclidean
Question
Which of the following is NOT a common activation function used in ANNs?a.Tanh (Hyperbolic Tangent)b.Sigmoidc.ReLU (Rectified Linear Unit)d.Euclidean
Solution
The answer is d. Euclidean. Euclidean is a distance measure, not an activation function used in Artificial Neural Networks (ANNs). The other options - Tanh (Hyperbolic Tangent), Sigmoid, and ReLU (Rectified Linear Unit) - are all common
Similar Questions
Which of the following activation functions is primarily used for neural networks designed to classify binary data?a)Hyperbolic tangent (tanh) functionb)Sigmoid functionc)Rectified Linear Unit (ReLU)d)Softmax function
What is the problem with the tanh and sigmoid activation function?1 pointThey are discontinuous functionsYou can't take the derivativeThe derivative is near zero in many regionsThey are periodic functions
Suppose we use a neural network to classify images of handwritten digits (0-9). Which of the following activation functions is most suitable at the output layer? Softmax ReLU Tanh Sigmoid
The most common activation function is the Blank 1 function
27. Explain various types of activation functions with examples
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.