Deep learning question Bank

Introduction to Neural Network

1. Explain about biological neuron. 
2.  Explain Feedforward Neural Network Architecture.
3. What is peceptron?
4. Explain about the Perceptron training algorithms
5. The McCulloch-Pitts Neuron
6. Threshold Logic Unit 
7. step function activation function
8. logistic sigmoid function
9.  Mathematical Problems of feedforward neural network 
10. Applications of neural network
11. Explain Backpropagation Learning Algorithm,

Unit 2:

Convolutional Neural Networks

Activation functions in Neural Networks

Explain the basic architecture and algorithm of discrete Hopfield networks.

Boltzmann Machine

Restricted Boltzmann Machines

Popular types of activation functions and when to use them

1. Binary Step
2. Linear
3. Sigmoid
4. Tanh
5. ReLU
6. Leaky ReLU
7. Parameterised ReLU
8. Exponential Linear Unit
9. Swish
10. Softmax