Artificial Intelligence MCQs

Page No. 57

Which of the following statement is true?


a Not all formal languages are context-free


bAll formal languages are Context free


c All formal languages are like natural language


dNatural languages are context-oriented free



A perceptron is a ______________


a Feed-forward neural network


b Backpropagation algorithm


c Backtracking algorithm


dFeed Forward-backward algorithm



Neural Networks are complex ______________with many parameters.


aLinear Functions


bNonlinear Functions


cDiscrete Functions


dExponential Functions


View Answer Nonlinear Functions

Computational learning theory analyzes the sample complexity and computational complexity of __________


aUnsupervised Learning


b Inductive learning


c Forced based learning


dWeak learning


View Answer Inductive learning

Inductive learning involves finding a __________


aConsistent Hypothesis


bInconsistent Hypothesis


cRegular Hypothesis


dIrregular Hypothesis


View Answer Consistent Hypothesis

In an Unsupervised learning ____________


aSpecific output values are given


bSpecific output values are not given


c No specific Inputs are given


dBoth inputs and outputs are given



Which is not a desirable property of a logical rule-based system?


a Locality


bAttachment


c Detachment


dTruth-Functionality


View Answer Attachment

What is Neuro software?


aA software used to analyze neurons


bIt is powerful and easy neural network


cDesigned to aid experts in real world


dIt is software used by Neurosurgeon



Which is true for neural networks?


aIt has set of nodes and connections


bEach node computes it’s weighted input


cNode could be in excited state or non-excited state


dAll of the mentioned


View Answer All of the mentioned

Which of the following is true? Single layer associative neural networks do not have the ability to: (i) perform pattern recognition (ii) find the parity of a picture (iii)determine whether two or more shapes in a picture are connected or not


a(ii) and (iii) are true


b (ii) is true


cAll of the mentioned


d None of the mentioned



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