BIO-ELECTRICITY IN HUMAN BODY: SYSTEMS AND CONTROL

Academic Year 2024/2025 - Teacher: DARIO SANALITRO

Expected Learning Outcomes


The course aims to drive the students in the acquisition of the basic concepts of body bio-electricity processes, focusing the attention on the aspects related to the system theory and automatic controls field. In this context, it will be also presented different methods for bio-signals analysis acquisition and analysis. 

Course Structure

The course includes lectures for the acquisition and knowledge required and the carrying out of activities aimed at their application. Should teaching be carried out in mixed mode or remotely, it may be necessary to introduce changes with respect to previous statements, in line with the programme planned and outlined in the syllabus.

Required Prerequisites

Basic knowledge required includes advanced-level physics, mathematics, and understanding of programming languages, intermediate proficiency in linear systems theory and control.

No prerequisite courses are required.

Attendance of Lessons

While attendance is not mandatory, it is highly recommended to ensure successful completion of the final project.

Detailed Course Content

Methods for the recording and analysis of electroencephalographic signals, data processing (artifact removal, filtering in the Time Domain and Frequency Domain), Extraction of Fundamental Features, Feature Classification

Textbook Information

T1) Nam, Chang S., Anton Nijholt, and Fabien Lotte, eds. Brain-computer interfaces handbook: technological and theoretical advances.

Course Planning

 SubjectsText References
1Bioeletrical models and signals (10h)T1 (Part I-II)
2Methodologies in biomedical signals analysis (10h)T2 (chs. 1-6)
3Methodologies in EEE signals analysis (17h)T3 (Part I)

Learning Assessment

Learning Assessment Procedures

The course evaluation consists of three components:

  1. Project Submission: Students must complete a project involving the analysis and design of a Brain-Computer Interface. The project is due at the end of the module and is a prerequisite for taking the written test.
  2. Written Test: A non-mandatory written test is available at the end of the module. The test consists of multiple-choice and open-ended questions designed to assess students' understanding of course content. To pass, students must answer at least 50% of the questions correctly.
  3. Oral Examination: An optional oral examination is available for students who wish to supplement or replace their written test score. The oral examination assesses students' knowledge of course content, ability to apply technical language, and capacity to connect course concepts.

The final evaluation will be based on a combination of the project submission, the written and/or oral test. Students who choose to take the oral examination can earn a maximum of three additional points towards their final grade.

Examples of frequently asked questions and / or exercises

The material will be available through the Studium platform and will be uploaded during the lesson period.
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