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Computational Neuroscience - Winter term 2016 / 2017

A Lecture Series from Models to Applications


Day and Time

Tuesday 18:00-20:00 s.t., winter term 2016/17

Venue

IMETUM, Technische Universität München, Boltzmannstr. 11, Hörsaal E.126 im IMETUM Erdgeschoss

Course material

Lecture notes, slides and further material can be found at Moodle@elearningTUM.

Some background on Julius Bernstein, who lent his name to the Bernstein Network: Julius Bernstein (1839–1917): pioneer neurobiologist and biophysicist.

For general inquiries on the lecture please get in touch with Dr. Kay Thurley.

Overview

No.DateLecturerTopic
1 10/18 Luksch Biology

Motivation for doing computational Neuroscience; Neuroanatomy primer: General layouts of nervous systems, overview of the human brain and forebrain, morphology of neurons, visual and auditory pathways

2 10/25 Luksch Biology

Neurophysiology primer: Basic biology of neurons, resting and acting potentials, synaptic transmission, plasticity of neuronal connections, dendritic processing

11/01 no lecture -- All Saints' Day
3 11/08 Leibold Modelling Modeling dynamics and computations of single neurons
4 11/15 Leibold Modelling Populations of neurons; Theory of neural networks and learning
5 11/22 Leibold Modelling Neural coding, information theory and application to neuroscience
6 11/29 Glasauer Integration Perception and sensorimotor control
7 12/06 Sirota Integration Systems mechanisms of learning and memory: theory, methods and their application
8 12/13 Wolfrum Integration Cell-chip communication
9 12/20 Seeber Engineering Neuroprosthetics I: Cochlea Implants: System overview and stimulation algorithms
10 01/10 Seeber Engineering Neuroprosthetics II: Cochlea Implants: Electric stimulation of the auditory nerve, phenomenological models
11 01/17 Hemmert Engineering Neuroprosthetics III: Key issues in neuro implants
12 01/24 Hemmert Engineering Neuroprosthetics IV: Retina Implants, Deep Brain stimulation, optical Neuro-Stimulation
13 01/31 Conradt Engineering Engineering applications of brain models I
14 02/07 Conradt Engineering Engineering applications of brain models II
02/17 Exam

Time: 3:30 p.m.
Venue:
Room N 1070, Gebäude N1, Theresienstrasse 90, TUM

Registration for LMU students until January 31 by email (Dr. Kay Thurley)!


Exam/Credits

3 ECTS
In the written examination, an overview of the various aspects of computational neuroscience will be tested. Knowledge-based learning outcomes from the lecture as well as the understanding and ability to solve (practical) problems will be assessed in a 60 min written examination with questions set and corrected by the respective lecturers. For questions on the exam please get in touch with Dr. Kay Thurley.
Here you can find an example exam.


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