28th August - 1st September 2017
About


This 5-day course is designed to provide students with the necessary toolkit to master challenges in computational psychiatry research. We want this course to be practically useful for students (Master, PhD, Postdoc) who would like to apply modeling techniques to study learning, decision-making or brain physiology in patients with psychiatric disorders. The course will teach not only the theory of computational modeling, but also demonstrate open source software in application to example data sets.

Details

Schedule

TNU

Location

Social

CourseDetails

Duration
5 days

Date
28 August – 01 September 2017

Registration Start
January 2017

Registration Ends
14 August 2017

Designed for
Master Students, PhDs, PostDocs, Clinicians and anyone deeply interested in Computational Psychiatry

ECTS Points
3 (only for members of the University of Zurich and ETH)

Course Fee
550 CHF
(UZH Zurich & ETH students: free)

Requirements
Basic programming skills
(e.g. Matlab or Python)
Basic knowledge of statistics

CourseStructure
Psychiatry
Baysian Inference & Machine Learning
Models of Planning & Decision Making
Biophysical Models & Model Inversion
Computational Psychiatry Applied
  • Affective Disorders
  • Addiction
  • Autism
  • Schizophrenia
  • Panel Discussion
  • Modeling Basics
  • Bayesian Models for Perception
  • Hierarchical Bayesian Inference
  • Predictive Coding
  • Machine Learning
  • Markov Decision Processes
  • Reinforcement Learning
  • Active Inference
  • Drift-Diffusion Model
  • DCM for fMRI
  • DCM for EEG
  • Bayesian Model Selection
  • Bayesian Model Averaging
  • MCMC
  • Variational Bayes
  • Application talks by leading scientists in the field
  • Panel Discussion
Speakers
 
Woo-Young
Eduardo
Dominik
Rafal
Roshan
Jean
Peter
Hanneke
Andreea
Michael
Stefan
Karl
Joshua
Xiaosi
Helene
Jakob
Quentin
Stefan
Christoph
Saee
Martin
Frederike
Lionel
Dario
Philipp
Klaas Enno
Lilian
Ahn
Aponte
Bach
Bogacz
Cools
Daunizeau
Dayan
den Ouden
Diaconescu
Frank
Frässle
Friston
Gordon
Gu
Haker
Heinzle
Huys
Kaiser
Mathys
Paliwal
Paulus
Petzschner
Rigoux
Schöbi
Schwartenbeck
Stephan
Weber
Ohio State University
University of Zurich &ETH
Psychiatric University Hospital Zurich
Oxford University
Donders Centre, Nijmegen
ICM, Paris
Gatsby, UCL, London
Donders Centre, Nijmegen
University of Zurich & ETH
Brown University, Rhode Island
University of Zurich & ETH
Welcome Trust for Neuroimaging, UCL, London
NIMH
University of Texas, Dallas
University of Zurich & ETH
University of Zurich & ETH
University of Zurich & ETH
University of Geneva
SISSA, Trieste
University of Zurich & ETH
Laureate Institute, Tulsa
University of Zurich & ETH
Max Planck Institute for Metabolism Research, Cologne
University of Zurich & ETH
UCL, London
University of Zurich & ETH
University of Zurich & ETH
Registration

Thank you for your interest!

 
 
CourseMaterial

Software

Video

Slides

Reading

Team
Dr. Frederike Petzschner

Organizer

Prof. Klaas Enno Stephan

Organizer

 
Heidi Brunner

Administration

Gina Paolini

Contact Person