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<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class=""><span style="font-size: 14px;" class="">It is our pleasure to announce the 4th international Computational Psychiatry Course organized by the <a href="https://translationalneuromodeling.us11.list-manage.com/track/click?u=88baa34a20b71f6c68e5a0adc&id=faf57781e7&e=8d0241b3b1" target="_blank" style="color: rgb(43, 170, 223);" class="">Translational
Neuromodeling Unit</a> (TNU) at the University of Zurich and ETH Zurich. The CPC2018 will take place from 10-14 September 2018 in Zurich. </span></span></td>
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here</a></td>
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ABOUT</h1>
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<div style="text-align: justify;" class="">
<div style="text-align: left;" class=""><font face="lucida sans unicode, lucida grande, sans-serif" class=""><span style="font-size: 14px;" class="">This course is designed to provide students across fields (neuroscience, psychiatry, physics, biology, psychology....)
with the necessary toolkit to master challenges in computational psychiatry research.</span></font><br class="">
<br class="">
<font face="lucida sans unicode, lucida grande, sans-serif" class=""><span style="font-size: 14px;" class="">The CPC is meant to be practically useful for students at all levels (MDs, Master, PhD, Postdoc, PI) coming from diverse backgrounds (neuroscience,
psychology, medicine, engineering, physics, etc.), 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 software in application to example data sets.<br class="">
<br class="">
We strongly believe in open source and open science, therefore, the content of the course will be made freely accessible on the web.</span></font><br class="">
</div>
<div style="text-align: left;" class=""><span style="font-size: 14px;" class=""><span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">You can find detailed information on our <a href="https://translationalneuromodeling.us11.list-manage.com/track/click?u=88baa34a20b71f6c68e5a0adc&id=bff303a658&e=8d0241b3b1" target="_blank" style="color: rgb(43, 170, 223);" class="">website</a> or
follow us on <a href="https://translationalneuromodeling.us11.list-manage.com/track/click?u=88baa34a20b71f6c68e5a0adc&id=9f40ca560b&e=8d0241b3b1" target="_blank" style="color: rgb(43, 170, 223);" class="">twitter </a>or <a href="https://translationalneuromodeling.us11.list-manage.com/track/click?u=88baa34a20b71f6c68e5a0adc&id=235d679f5f&e=8d0241b3b1" target="_blank" style="color: rgb(43, 170, 223);" class="">facebook</a>.</span></span></div>
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STRUCTURE</h1>
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<span style="font-size: 14px;" class=""><span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">The course will consist of five parts: <br class="">
<br class="">
<strong class="">The first day</strong> covers topics in <strong class="">Clinical Psychiatry</strong> providing a conceptual basis for the type of questions that Computational Psychiatry will need to address, including an open panel discussions led by scientists
with a clinical background in Psychiatry.<br class="">
<br class="">
<strong class="">The second day</strong> explains basic <strong class="">modelling principles</strong>, <strong class="">Bayesian Inference </strong>(Bayesian Models of Perception, Bayesian Hierarchical Learning, Predictive Coding),<strong class=""> Machine
Learning & the Drift-Diffusion Model</strong><br class="">
<br class="">
<strong class="">The third day</strong> includes models of <strong class="">planning and decision making</strong> (MDPs, POMDPs, Reinforcement Learning, Active Inference), <strong class="">Biophysical Models </strong>(DCMs) and more <strong class="">advanced
model inversion </strong>techniques (model selection, model averaging, MCMC, Variational Bayes)<br class="">
<br class="">
<strong class="">The fourth day</strong> features a series of talks by leading scientists on the applications of Computational Psychiatry, including a panel discussion on the future of Computational Psychiatry.<br class="">
<br class="">
<strong class="">The fifth day </strong>is optional and<strong class=""> </strong>includes hands-on practical programming sessions for a subset of the presented models (<strong class="">IMPORTANT NOTICE:</strong> Seats for the practical sessions need to be
booked separately and are limited!!!) </span></span></p>
<ul class="">
<li class=""><span style="font-size: 14px;" class=""><span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class=""><strong class="">Practical Session A:</strong> Bayesian Learning using the <a href="https://translationalneuromodeling.us11.list-manage.com/track/click?u=88baa34a20b71f6c68e5a0adc&id=5ce7e2b60e&e=8d0241b3b1" target="_blank" style="color: rgb(43, 170, 223);" class="">Hierarchical
Gaussian Filter</a></span></span></li><li class=""><span style="font-size: 14px;" class=""><span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class=""><strong class="">Practical Session B: </strong>Active inference using the <a href="https://translationalneuromodeling.us11.list-manage.com/track/click?u=88baa34a20b71f6c68e5a0adc&id=05a1e30519&e=8d0241b3b1" target="_blank" style="color: rgb(43, 170, 223);" class="">Active
Inference Toolbox</a></span></span></li><li class=""><span style="font-size: 14px;" class=""><span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class=""><strong class="">Practical Session C: </strong>Model Inversion using the <a href="https://translationalneuromodeling.us11.list-manage.com/track/click?u=88baa34a20b71f6c68e5a0adc&id=5b96571ccf&e=8d0241b3b1" target="_blank" style="color: rgb(43, 170, 223);" class="">Variational
Bayes Toolbox</a></span></span></li><li class=""><span style="font-size: 14px;" class=""><span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class=""><strong class="">Practical Session D: </strong>Reinforcement Learning using the <a href="https://translationalneuromodeling.us11.list-manage.com/track/click?u=88baa34a20b71f6c68e5a0adc&id=5634932a7b&e=8d0241b3b1" target="_blank" style="color: rgb(43, 170, 223);" class="">hBayesDM
Package</a></span></span></li></ul>
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SPEAKERS</h1>
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<span style="font-size: 14px;" class=""><span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">David Redish, University of Minnesota, USA</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Read Montague, Virginia Tech, USA</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Rick Adams, UCL, London</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Klaas Enno Stephan, University of Zurich & ETH, Zurich</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Marcus Herdener, UZH, Zurich</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Dominik Bach, University of Zurich, Zurich</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Martin Paulus, Laureate Institute, Tulsa, USA</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Helene Haker, University of Zurich & ETH, Zurich</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Frederike Petzschner, University of Zurich & ETH, Zurich</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Lilian Weber, University of Zurich & ETH, Zurich</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Christoph Mathys, SISSA, Trieste</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Rafael Polania, ETH, Zurich</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Lionel Rigoux, MPI, Cologne</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Woo-Young Ahn, Seoul National University</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Philipp Schwartenbeck, UCL & Oxford University</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Jakob Heinzle, University of Zurich & ETH, Zurich</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Dario Schöbi, University of Zurich & ETH, Zurich</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Andreea Diaconescu, University of Basel, Basel</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Adam Checkroud, Spring Health, New York</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Jean Daunizeau, Brain and Spine Institute, ICM, Paris</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Tore Erdmann, SISSA, Trieste</span><br class="">
<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">Stefan Frässle, University of Zurich & ETH, Zurich</span></span></p>
<p style="margin: 10px 0px; padding: 0px; line-height: 24px; text-align: left;" class="">
<span style="font-size: 14px;" class=""><span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class="">... and more </span></span></p>
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ORGANIZERS</h1>
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<span style="font-family: 'lucida sans unicode', 'lucida grande', sans-serif;" class=""><span style="font-size: 14px;" class=""><a href="https://translationalneuromodeling.us11.list-manage.com/track/click?u=88baa34a20b71f6c68e5a0adc&id=b1b761cba6&e=8d0241b3b1" target="_blank" style="color: rgb(43, 170, 223);" class="">Translational
Neuromodeling Unit</a><br class="">
University & ETH Zurich<br class="">
<br class="">
<a href="https://translationalneuromodeling.us11.list-manage.com/track/click?u=88baa34a20b71f6c68e5a0adc&id=bee50db289&e=8d0241b3b1" target="_blank" style="color: rgb(43, 170, 223);" class="">Klaas Enno Stephan</a><br class="">
<a href="https://translationalneuromodeling.us11.list-manage.com/track/click?u=88baa34a20b71f6c68e5a0adc&id=09e2f90050&e=8d0241b3b1" target="_blank" style="color: rgb(43, 170, 223);" class="">Frederike Petzschner</a><br class="">
Administration: <a href="https://translationalneuromodeling.us11.list-manage.com/track/click?u=88baa34a20b71f6c68e5a0adc&id=8815822f4b&e=8d0241b3b1" target="_blank" style="color: rgb(43, 170, 223);" class="">Heidi Brunner</a><br class="">
Contact: <a href="mailto:cpcourse@biomed.ee.ethz.ch?subject=Question%20CPC" target="_blank" style="color: rgb(43, 170, 223);" class="">Nicole Zahnd</a> & <a href="mailto:cpcourse@biomed.ee.ethz.ch?subject=Question%20CPC" target="_blank" style="color: rgb(43, 170, 223);" class="">Gina
Paolini</a></span></span></td>
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