|
|
Artificial Intelligence (Master of Science) >>
|
Interfacing the Neuromuscular system: Applications for Human/Machine Interfaces and Neurophysiology (INS)- Person in charge
- N.N.
- Details
- Vorlesung
Online/Präsenz
3 cred.h, ECTS studies, ECTS credits: 5, Sprache Englisch
- Fields of study
- WF MT-MA ab 1
- ECTS information:
- Title:
- Interfacing the Neuromuscular system: Applications for Human/Machine Interfaces and Neurophysiology
- Credits: 5
- Contents
- Module: Principles of Neural control of movement and neuroengineering
How the central nervous system controls muscle forces; Neurons, upper and lower motoneurons, Cortical and brainstem function, Interneurons and Motor Units. Neuroengineering applications for studying the neural control of movement; invasive and non-invasive recordings, electrical stimulation of the nervous system.
Module: Electrophysiology
Generation of an action potential; Hodgkin–Huxley model, difference between intracellular and extracellular action potential, sparsity of the action potential in a matrix of electrodes. Recording electrophysiological data in humans; examples of EMG and EEG recordings.
Module: Applications to Human/Machine Interfaces
Biosignal processing; data with high temporal resolution, identification of individual neurons, associations between neuronal discharge times and behaviour; control of prosthetic devices from EMG signals in amputees and neurodegenerative and neurotraumatic diseases.
Module: Applications to Neurophysiology
Neuronal encoding of behaviour; motor unit physiology in humans; motoneuron properties, longitudinal assessment of neuronal function.
Module: MATLAB / Python practical coursework
Extraction of neural information from electrophysiological signals; associations of information between electrophysiological signals and behavioural data; Experiment in humans.
- Additional information
- www: https://www.studon.fau.de/crs3705729.html
- Verwendung in folgenden UnivIS-Modulen
- Startsemester SS 2022:
- Interfacing the Neuromuscular system: Applications for Human/Machine Interfaces and Neurophysiology (INS)
- Department: Juniorprofessor für Neuromuscular Physiology and Neural Interfacing
Courses
|
|
|