Download PTU (Punjab Technical University) B.Tech (Bachelor of Technology) / BE (Bachelor of Engineering) 2021 January ECE 7th Sem 71921 Neural Networks And Fuzzy Logic Previous Question Paper
Roll No.
Total No. of Pages : 02
Total No. of Questions : 18
B.Tech.(ECE) (2012 to 2017 E-III) (Sem.?7)
NEURAL NETWORKS & FUZZY LOGIC
Subject Code : BTEC-916
M.Code : 71921
Time : 3 Hrs. Max. Marks : 60
INST RUCT ION TO CANDIDAT ES :
1 .
SECT ION-A is COMPULSORY cons is ting of TEN questions carrying TWO marks
each.
2 .
SECT ION-B c ontains F IVE questions c arrying FIVE marks eac h and s tud ents
has to attempt any FOUR qu estio ns.
3 .
SECT ION-C contains THREE questions carrying T EN marks e ach and s tudents
has to attempt any TWO questions.
SECTION-A
Answer briefly :
1.
Compare LMS and Perceptron Learning Laws.
2.
Explain solving EXOR problem using RBF.
3.
What is an expert system?
4.
Differentiate between crisp and fuzzy set theory.
5.
Explain Recurrent Neural Network.
6.
What is inferential knowledge?
7.
What are various activation functions used in ANN.
8.
What is rule based learning?
9.
Write various features of Kohonen's self organizing learning algorithm.
10. Define any two Fuzzy set operations with example.
1 | M-71921
(S2)- 809
SECTION-B
11. What is Hopfield net? Discuss the relation between the stable states of Hopfield net and the
graded version of model.
12. Explain CMAC Networks.
13. Explain Boltzmann Machine with architecture and algorithm.
14. Differentiate between Mamdani and Sugeno Fuzzy Inference System.
15. Explain the different learning rules used in neural network.
SECTION-C
16. Explain the various Defuzzification techniques.
17. Compare Fuzzy Logic Controller with PID controller.
18. Explain FLS for Antilock Braking System.
.
NOTE : Disclosure of Identity by writing Mobile No. or Making of passing request on any
page of Answer Sheet will lead to UMC against the Student.
2 | M-71921
(S2)- 809
This post was last modified on 26 June 2021