Vishwakarma Institute of Technology B.E. (Electronics)

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BRACT’S Vishwakarma Institute of Technology, Pune – 411 037 Department of Electronics Engineering FF No. : 654 EC42207:: ARTIFICIAL NEURAL NETWORKS AND FUZZY LOGIC Credits: 01 Teaching Scheme: - - Tutorial 1 Hr/Week Objectives: To give overview of neural network systems and to built neural network systems. To create awareness in the current trends and technologies in Neural networks To learn different neural Networks. Mapping with PEO : 1,2,4,5,7,8,9 To built and test following Neural Networks: 1) Perceptron Neural Network. 2) Hebbin Neural Network. 3) Hamming Neural Network. 4) Hanning Neural Network. 5) McCulloach Pitts Neural Network. 6) Back propagation Neural Network. 7) Max Net Neural Network. 8) Competitive Neural Network. 9) Mini project. Text books 1. Elements of Artificial Neural Networks - by Kishan Mehrotra, Chilukurik. Mohan, Sanjay Ranka Penram International Publishing (India) Pvt. Ltd. Second edition, 2. Fuzzy Logic by John Yen,Reza Langari, Pearson Educations, First edition. Reference books 1. Neural Network and Fuzzy system by Bart Kosko, John c. Burgess. 2. Fundamental of Artificial Neural Networks. By M.H. Hassoun. 3. Introduction to Artificial Neural Network system by M.Zurada. 4. Relevant IEEE Papers. Structure & Syllabus of B.E (Electronics) Program – Pattern ‘C11’, Rev01, dt. 2/4/2011 89
BRACT’S Vishwakarma Institute of Technology, Pune – 411 037 Department of Electronics Engineering FF No. : 654 EC 42208 ::WIRELESS SENSOR NETWORKS Credits: 01 Teaching Scheme: - - Tutorial 1 Hr/Week Prerequisites: Students having basic knowledge of electronics. Objectives: 1. To create awareness about the challenging field of Wireless Sensor Networks. 2. To introduce various basic principles of operation of a WSN. 3. To create a research attitude amongst the students. 4. To install network simulator ns-2 & simulate different wireless ad-hoc scenarios. 5. To become aware about the research avenues in WSN. 6. Mapping with PEO : 2,5,6,9 List of Contents 1. Installation of Linux Ubuntu. 2. Installation of Linux Ubuntu. 3. Installation of ns-2 network simulator. 4. Installation of ns-2 network simulator. 5. Simulation of 2-node topology. 6. Simulation of 2-node topology. 7. To generate a trace file & study its contents. 8. To generate a trace file & study its contents. 9. To create output files for XGraph. 10. To create output files for XGraph. 11. To generate node movement and traffic connection files for large wireless scenarios. 12.To generate node movement and traffic connection files Structure & Syllabus of B.E (Electronics) Program – Pattern ‘C11’, Rev01, dt. 2/4/2011 90
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Vishwakarma Institute of Technology B.E. (Electronics)

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