Artificial Intelligence208010 marksLearning with Neural Networks
What is the role of activation function in ANN. How sigmoid function works? Discuss about perceptron learning.
What is the role of activation function in ANN. How sigmoid function works? Discuss about perceptron learning.[10]
--- An activation function determines the output of a neuron given its input. It introduces non-linearity into the network, enabling ANN to learn complex patterns. Role Description ------------------- Non-linearity Allows the network to learn non-linear mappings between inputs and outputs Output ...