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Tribhuvan University

BSc CSITBachelor of Science in Computer Science and Information TechnologyBCABachelor of Computer ApplicationBITBachelor of Information TechnologyBIMBachelor of Information ManagementBBABachelor of Business AdministrationBBSBachelor of Business StudiesBBMBachelor of Business ManagementBITMBachelor of Information Technology Management

Pokhara University

BE Computer (PU)Bachelor of Engineering in Computer EngineeringBBA (PU)Bachelor of Business Administration (Pokhara University)

National Examinations Board (+2)

Class 10Class 10 (SEE)+2 Science+2 Science (Class 11 and 12)+2 Management+2 Management (Class 11 and 12)+2 Humanities+2 Humanities (Class 11 and 12)
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Elective Neural Networks

Neural Networks syllabus

TU BSc CSIT Semester 6. 8 units over 45 teaching hours, 3 credit hours. Each bar shows the unit’s share of teaching time.

  1. Unit 1Introduction to Neural Network4 hrs · note
  2. Unit 2Rosenblatt’s Perceptron3 hrs · note
  3. Unit 3Model Building through Regression5 hrs · note
  4. Unit 4The Least-Mean-Square Algorithm5 hrs
  5. Unit 5Multilayer Perceptron8 hrs
  6. Unit 6Kernel Methods and Radial-Basis Function Networks7 hrs · note
  7. Unit 7Self-Organizing Maps6 hrs · note
  8. Unit 8Dynamic Driven Recurrent Networks7 hrs · note