Question Paper of "NEURAL NETWORKS & FUZZY LOGICS" for M. Tech (ECE) (Sem.-1st), SUBJECT CODE: EC-505, Paper ID [ E0497], PTU Question Paper.

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Total No. of Questions: 08

M. Tech. (ECE) (Sem.-1^st)

NEURAL NETWORKS & FUZZY LOGIC

Subject Code: EC-505

Paper ID: [E0497]

Time: 3 Hrs.                                                                 Max. Marks: 100

Instruction to Candidates:

1.     Attempt any FIVE questions out of EIGHT questions.

2.     Each question carry TWENTY marks.

1.     Explain the VLSI implementation of Neural Networks.

2.     (a) Discuss salient features of PID Control

(b) Distinguish between supervised and unsupervised learning.

3.     Explain in detail the various linear and nonlinear activation functions used in ANN.

4.     (a) Draw and explain the architecture of Back  Propagation Network(BPN).

(b) Explain CMAC Networks.

5.     Explain Anti Breaking System (ABS) using Fuzzy Logic.

6.     Explain various Optimization Techniques.

7.     Compare Mamdani and Sugeno Model in Fuzzy System Design.

8.     Write short notes on:

(a)  Hebbian Learning

(b) Difference between Auto associative & Hetero associative memories

(c)  ADALINE