Neuroprosthetics (Neuroprosthetics: electrical stimulation of neurons with a focus on cochlear implants)
Module EI70270
This module handbook serves to describe contents, learning outcome, methods and examination type as well as linking to current dates for courses and module examination in the respective sections.
Module version of WS 2022/3 (current)
There are historic module descriptions of this module. A module description is valid until replaced by a newer one.
Whether the module’s courses are offered during a specific semester is listed in the section Courses, Learning and Teaching Methods and Literature below.
| available module versions | |
|---|---|
| WS 2022/3 | SS 2020 |
Basic Information
EI70270 is a semester module in German or English language at Master’s level which is offered every semester.
This Module is included in the following catalogues within the study programs in physics.
- Focus Area Bio-Sensors in M.Sc. Biomedical Engineering and Medical Physics
| Total workload | Contact hours | Credits (ECTS) |
|---|---|---|
| 150 h | 60 h | 5 CP |
Content, Learning Outcome and Preconditions
Content
The lecture covers the theoretical foundations of neuroprostheses, which are solved numerically in the practical course. As the underlying principle of all neuroprostheses is the electrical excitation of neurons, we will cover this topic in depth using cochlea implants as an example.
In the practical computer laboratory (2SWS), which complements the lecture (2SWS), we implement a computer model of a cochlea implant and model how it will stimulate the auditory nerve.
Topcis:
- Overview neuroimplants
- numerical solution of linear and nonlinear differential equations
- electrical models of cells and neurons
- derivation and solution of the cable equation for nerve fibers (axons)
- simulation of the electrical excitation of nerve fibers (axons)
- simulation of electrical field spread in the body
- anatomy and function of the hearing organ
- coding of sound in the auditory nerve
- implementation of a coding strategy for a cochlear implant
- electrochemistry of electrodes, biocompatibility and foreign body reactions
In the practical computer laboratory (2SWS), which complements the lecture (2SWS), we implement a computer model of a cochlea implant and model how it will stimulate the auditory nerve.
Topcis:
- Overview neuroimplants
- numerical solution of linear and nonlinear differential equations
- electrical models of cells and neurons
- derivation and solution of the cable equation for nerve fibers (axons)
- simulation of the electrical excitation of nerve fibers (axons)
- simulation of electrical field spread in the body
- anatomy and function of the hearing organ
- coding of sound in the auditory nerve
- implementation of a coding strategy for a cochlear implant
- electrochemistry of electrodes, biocompatibility and foreign body reactions
Learning Outcome
After this course, the particitants are able / acquired skills with respect to:
- advanced programming abilities
- ability to develop models nonlinear systems (neurons) and solve nonlinear differential equations
- knowledge how neuroprostheses work
- understanding of the underlying principles of electrical stimulation of neurons
- ability to model electrically evoked neuronal excitation
- ability to analyze and evaluate contemporary neuroprostheses and novel developments
- ability to develop models of new neuroprostheses and their coding strategies
- advanced programming abilities
- ability to develop models nonlinear systems (neurons) and solve nonlinear differential equations
- knowledge how neuroprostheses work
- understanding of the underlying principles of electrical stimulation of neurons
- ability to model electrically evoked neuronal excitation
- ability to analyze and evaluate contemporary neuroprostheses and novel developments
- ability to develop models of new neuroprostheses and their coding strategies
Preconditions
MatLab or Python basics
Basics in electrical engineering (electrical circuits, cable equation, electrical fields)
Signalprocessing basics (Fourier transformation, digital filters)
Systems Theory basics
Basics in electrical engineering (electrical circuits, cable equation, electrical fields)
Signalprocessing basics (Fourier transformation, digital filters)
Systems Theory basics
Courses, Learning and Teaching Methods and Literature
Courses and Schedule
| Type | SWS | Title | Lecturer(s) | Dates | Links |
|---|---|---|---|---|---|
| VI | 4 | Neuroprosthetics | Bai, S. Croner, A. Hauptmann, C. Hemmert, W. Voss, A. |
Fri, 09:45–11:15, 3999 Fri, 11:30–13:00, -1947 Fri, 13:15–14:45, -1947 |
eLearning |
Learning and Teaching Methods
Lecture with computer course
Usually students rate the computer course as rather demanding.
Language of instruction: English in Winter Semester and German in Summer Semester.
Usually students rate the computer course as rather demanding.
Language of instruction: English in Winter Semester and German in Summer Semester.
Media
Lecture
- supported by slides (beamer)
- derivations and supplementary information provided on blackboard
Practical course
- individual support during the practical course to solve the problems on the computer
- derivations and supplementary information provided on blackboard
- supported by slides (beamer)
- derivations and supplementary information provided on blackboard
Practical course
- individual support during the practical course to solve the problems on the computer
- derivations and supplementary information provided on blackboard
Literature
There is a script wich covers the most important topics of the lcture.
Further reading:
- Neuroprosthetics Theory and Practice , Kenneth W. Horch, Gurpreet S. Dhillon (Hsg), World Scientific, 2004
- Medizintechnik mit biokompatiblen Werkstoffen und Verfahren; Erich Wintermantel, Suk-Woo Ha (with limitations, this book covers issues of biocompatibility, aspekte of electrical implants are covered only partially)
Further reading:
- Neuroprosthetics Theory and Practice , Kenneth W. Horch, Gurpreet S. Dhillon (Hsg), World Scientific, 2004
- Medizintechnik mit biokompatiblen Werkstoffen und Verfahren; Erich Wintermantel, Suk-Woo Ha (with limitations, this book covers issues of biocompatibility, aspekte of electrical implants are covered only partially)
Module Exam
Description of exams and course work
The written exam (60 Min) will test the analysis of the basic function of neurons, the hearing system and of cochlear implants. In addition, the ability to evaluate the electrical excitation of neurons by neuropostheses will be tested.
In the practical course the skill to develop computer models of neurons and neuroprostheses will be tested. (Motto: I have fully understood only what I can build.)
This will be done by evaluating of the solutions of the exercises as laboratory grade.
You will have to submit 8 reports (4-6 pages, but mostly figures) based on your numerical simulations (Matlab or Python)
Grading:
- 70% exam
- 30% graded reports
In the practical course the skill to develop computer models of neurons and neuroprostheses will be tested. (Motto: I have fully understood only what I can build.)
This will be done by evaluating of the solutions of the exercises as laboratory grade.
You will have to submit 8 reports (4-6 pages, but mostly figures) based on your numerical simulations (Matlab or Python)
Grading:
- 70% exam
- 30% graded reports
Exam Repetition
There is a possibility to take the exam in the following semester.
Current exam dates
Currently TUMonline lists the following exam dates. In addition to the general information above please refer to the current information given during the course.
| Title | |||
|---|---|---|---|
| Time | Location | Info | Registration |
| Neuroprosthetics | |||
| 2770 |
Import | ||