Language of instruction: |
English |
Type of course: |
Non-Departmental Elective |
Course Level: |
Bachelor’s Degree (First Cycle)
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Mode of Delivery: |
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Course Coordinator : |
Assoc. Prof. SAEID KARAMZADEH |
Course Lecturer(s): |
Assoc. Prof. ALKAN SOYSAL
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Recommended Optional Program Components: |
none.......... |
Course Objectives: |
The aim of this course is to understand, in detail, basic information theory and coding theory arguments. Information theoretic analysis covers entropy/mutual information, source and channel coding. Coding theory analysis covers code construction, linear codes, cyclic and convolutional codes, near capacity codes. |
Week |
Subject |
Related Preparation |
1) |
Introduction to basic concepts of information transfer |
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2) |
Define concepts of entropy, relative entropy, conditional entropy |
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3) |
Definition of mutual information and its calculation for different scenarios. |
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4) |
Source coding theorem |
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5) |
Applications of source coding theorem: Shannon codes, Huffman codes |
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6) |
Channel coding theorem |
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7) |
Differential entropy |
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8) |
Capacity calculations for different channel models. Midterm |
|
9) |
The Gaussian channel and its capacity |
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10) |
Basics of code construction, Error detection and correction |
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11) |
Linear block codes |
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12) |
Cyclic codes |
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13) |
Convolutional codes |
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14) |
Near capacity codes |
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Program Outcomes |
Level of Contribution |
1) |
Utilize the wealth of information stored in computer databases to answer basic biological questions and solve problems such as diagnosis and treatment of diseases. |
3 |
2) |
Acquire an ability to compile and analyze biological information, clearly present and discuss the conclusions, the inferred knowledge and the arguments behind them both in oral and written format. |
4 |
3) |
Develop critical, creative and analytical thinking skills. |
5 |
4) |
Develop effective communication skills and have competence in scientific speaking, reading and writing abilities in English and Turkish. |
3 |
5) |
Gain knowledge of different techniques and methods used in genetics and acquire the relevant laboratory skills. |
4 |
6) |
Detect biological problems, learn to make hypothesis and solve the hypothesis by using variety of experimental and observational methods. |
4 |
7) |
Gain knowledge of methods for collecting quantitative and qualitative data and obtain the related skills. |
3 |
8) |
Conduct research through paying attention to ethics, human values and rights. Pay special attention to confidentiality of information while working with human subjects. |
5 |
9) |
Obtain basic concepts used in theory and practices of molecular biology and genetics and establish associations between them. |
4 |
10) |
Search and use literature to improve himself/herself and follow recent developments in science and technology. |
5 |
11) |
Be aware of the national and international problems in the field and search for solutions. |
4 |