PE-III - Computer Vision & Pattern Recognition ISE-II

In artificial neural network interconnected processing element is called -----

• Axon

• Neuron

• Weight

• Soma

Why is the XOR problem exceptionally interesting to neural network researchers?

• because it can be expressed in a way that allows you to use a neural network

• because it is complex binary operation that cannot be solved using neural networks

• because it is the simplest linearly inseparable problem that exists.

• because it can be solved by a single layer perceptron

Which of the following is not Biological Neurons word?

• Weights

• Axon

• Dendrites

• Synapse

A perceptron adds up all the weighted inputs it receives, and if it exceeds a certain value, it outputs a 1, otherwise it just outputs a 0.

• False

• True

    In FeedForward ANN, information flow is _________.

• Bidirectional

• Multidirectional

• Unidirectional

• None of mention

What are the various layers present in ANN?

• Input Layer

• Output Layer

• Hidden Layer

• All mentioned

The complexity of ANN is dependent upon _____________?

• Number of Neurons   

• Number of Nodes  

• Number of inputs  

• Number of Layers

which is not activation function

• Signum function

• Sigmoid function

• Odd function

• Linear function

XOR can be model by single perceptron

• True

• False

Linearly separable pattern can be classified by simple perceptron

• True

• False