Vorlesung und Übung: Neurodynamics (Lecture + Tutorial) - Details

Allgemeine Informationen

Veranstaltungsname	Vorlesung und Übung: Neurodynamics (Lecture + Tutorial)
Untertitel
Veranstaltungsnummer	8.3047
Semester	SoSe 2021
Aktuelle Anzahl der Teilnehmenden	121
Heimat-Einrichtung	LE Cognitive Science
beteiligte Einrichtungen	Forschungsstelle Data Science
Veranstaltungstyp	Vorlesung und Übung in der Kategorie Offizielle Lehrveranstaltungen
Erster Termin	Donnerstag, 15.04.2021 16:00 - 18:00
Art/Form
Teilnehmende	ab 4. Semester
SWS	4
Sprache	Englisch
ECTS-Punkte	8

Lehrende

• Prof. Dr. Gordon Pipa

Tutor/-in

• Laura Krieger

Räume und Zeiten

Keine Raumangabe

Donnerstag: 16:00 - 18:00, wöchentlich

Freitag: 12:00 - 14:00, wöchentlich

Studienbereiche

• Veranstaltungen > Cognitive Science > Master-Programm
• Veranstaltungen > Data Science
• Veranstaltungen > Cognitive Science > Bachelor-Programm

Modulzuordnungen

• Bachelor of Science Informatik > CS-BWP-NI - Neuroinformatik, gültig ab WiSe 2019/20
• Bachelor of Science Mathematik > CS-BWP-NI - Neuroinformatik, gültig ab WiSe 2019/20
• Bachelor of Science Cognitive Science > CS-BWP-NI - Neuroinformatik, gültig ab WiSe 2019/20
• Master of Science Mathematik > CS-BWP-NI - Neuroinformatik, gültig ab WiSe 2019/20

Kommentar/Beschreibung

Prerequisites: Lineare Algebra, Analysis I

In this lecture, we will discuss cutting edge science that uses dynamical system, such as networks of neurons to implement computational principles and cognitive functions. We will start with basic concepts of modelling the activity of single neurons. This includes bio-physical models as well as generative models of spiking activity. We learn essential concepts such as attractors, bifurcations, Poincare maps etc to describe and understand the behaviour of dynamical systems. In the second part we will move to complex dynamical systems such as spiking neuronal networks. We will use these networks to compute information using the concept of Liquid State Machines.To link the knowledge acquired in this course with scientific question every second lecture a 30 min 3W session is offered. The three big W are: why should I learn this / what for can I use it / how can it be important my bachelor and master thesis. The lecture will be supplemented by a seminar (Neurodynamics) on dynamical systems in neuroscience. This course is intended for Bachelor students in their third term and for master students as a compulsory module.