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2003 Course ANN & It's Application in Electrical Eng.

3 pages, 23 questions, 0 questions with responses, 0 total responses,    0    0
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Total No. of Questions : 12] [Total No. of Pages : 3 [3864] - 236 P 1068 B.E. (Electrical) ANN & IT S APPLICATION IN ELECTRICAL ENGG. (2003 Course) Time : 3 Hours] [Max. Marks : 100 Instructions to the candidates: 1) Answer 3 questions from Section I and 3 questions from Section II. 2) Answers to the two sections should be written in separate books. 3) Neat diagrams must be drawn wherever necessary. 4) Figures to the right indicate full marks. 5) Your answers will be valued as a whole. SECTION - I Q1) a) b) c) Define Artificial intelligence. [2] List Activation function with input, output limit. [8] What are the different architecture neural network, explain any one in detail with neat sketch. [8] OR Q2) a) b) Q3) a) b) Write the topology for a simple model of an artificial neural network mimic with human brain. [10] Compare, knowledge based system, fuzzy system, ANN and evolution computing. [8] Draw Hebbian Network and Hence discuss it s advantages & drawbacks in learning the Neural Nets. [8] Explain in detail about learning tasks. [8] OR Q4) a) b) Explain Transfer function shown in fig 4.1. Explain it s applicability with example. [8] Write in detail about learning without teacher. [8] P.T.O.

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