Slides and videos used for the Vincenzo Fiore’s classes. Some stuff is recycled, some is new, so it is probably best to just give a look to the latest iterations, if interested.
This work by Vincenzo Fiore is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Data and Behavior visualization
Code examples in Matlab for the simulation and visualization of behavioral data. Other examples of visualization of live behavior can be found in: Model-based and Model-free RL solving a sequential two-choice Markov decision task ON and OFF policy solutions for the “windy grid-world task” ON and OFF policy solutions for…
Workshop UCL – 01/2015
Slides and (Matlab) code MSc workshop held in UCL , January 2015 (two parts): Download slides. Download code examples, 1 (zip file)- main file: “workshop”. It includes all the examples reported in the first part of the workshop. The neural units are computed as simplified leaky intergrators characterised by a tanh as transfer function….
Talk for the Computational Psychiatry course, UK, 07/2017
Back from the 2017 Annual Computational Psychiatry Course, held in London, July 24-25, 2017 http://www.cpcourse.org/. Time to share the slides of my talk and some extra materials (i.e. the source code), as promised. The original version of my presentation is packed with videos showing simulated neural dynamics, which makes the file too…
Talk for the Computational Psychiatry course, NY, 07/2019
The 2019 Computational Psychiatry Summer Course was held at The Metropolitan Museum of Art in New York, July 29-30, 2017 http://www.cpcourse.org/. Here are the slides I have used for my talk in the pre-course “introduction to” day (July 28th) Fiore_Introduction_Copm_Psyc_July2019. The talk was structured into three parts: 1) Introduction to the Bayesian…
Lectures, Fundamentals of Computational Psychiatry course, ISMMS, 10/2022
These are the slides I have used for my lectures as part of the Fundamentals of Computational Psychiatry Course, organized at ISMMS over the months of October and November 2022 Lecture 5, parameter optimization, where I introduce the concepts of optimizing model parameters to best fit a target behavior. On…
NYCPW – Computational Psychiatry Workshop, 10/2024
These are the slides of Vincenzo Fiore’s talk on Bayesian inference at the Computational Psychiatry Workshop, organized at the CCP in October 2024 (a video has been disabled to make the file more manageable). NYCPW_Tutorial2_VGFiore_BayesianInference_v10 (Pdf) In the zipped archive below you can find the full presentation (including videos) and…
NYCPW – Computational Psychiatry Workshop, 11/2025
What is NYCPW? The New York Computational Psychiatry Workshop (NYCPW) is an immersive, hands-on three-day workshop designed to provide trainees with the latest tools and knowledge in computational psychiatry. Our aim is to bridge the gap between computational methods and clinical applications. The workshop took place at the Mount Sinai Center for…