Podcast
Questions and Answers
What is the output of the neural network for the given input tuple X = (1,0,1)?
What is the output of the neural network for the given input tuple X = (1,0,1)?
0.332
What is the error calculated in the first iteration of training?
What is the error calculated in the first iteration of training?
0.1
What is the purpose of the learning rate in back-propagation?
What is the purpose of the learning rate in back-propagation?
To control the step size of each update of the weights and biases
What is the sigmoid function used for in the neural network?
What is the sigmoid function used for in the neural network?
Signup and view all the answers
What is the purpose of back-propagation in neural network training?
What is the purpose of back-propagation in neural network training?
Signup and view all the answers
How many iterations of training are required to update the weights and biases of the neural network?
How many iterations of training are required to update the weights and biases of the neural network?
Signup and view all the answers
What is the purpose of back-propagation in neural network training?
What is the purpose of back-propagation in neural network training?
Signup and view all the answers
What is the primary difference between a single layer and multiple layer perceptron?
What is the primary difference between a single layer and multiple layer perceptron?
Signup and view all the answers
What is the formula for the sigmoid activation function?
What is the formula for the sigmoid activation function?
Signup and view all the answers
What is the purpose of the error calculation in back-propagation?
What is the purpose of the error calculation in back-propagation?
Signup and view all the answers
What is the Leaky ReLU activation function?
What is the Leaky ReLU activation function?
Signup and view all the answers
What is the ultimate goal of back-propagation in neural network training?
What is the ultimate goal of back-propagation in neural network training?
Signup and view all the answers
What is the purpose of the back-propagation algorithm in a neural network?
What is the purpose of the back-propagation algorithm in a neural network?
Signup and view all the answers
What is the type of neural network depicted in the figure, and what is its characteristic?
What is the type of neural network depicted in the figure, and what is its characteristic?
Signup and view all the answers
What is the activation function used in the provided example, and what is its formula?
What is the activation function used in the provided example, and what is its formula?
Signup and view all the answers
How is the error calculated at each node in the neural network?
How is the error calculated at each node in the neural network?
Signup and view all the answers
What is the learning rate in the provided example, and what is its role in the training process?
What is the learning rate in the provided example, and what is its role in the training process?
Signup and view all the answers
What is the purpose of the bias term in the neural network, and how is it updated during training?
What is the purpose of the bias term in the neural network, and how is it updated during training?
Signup and view all the answers