FLCP
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Teaching materials
Data and Behavior visualization
Virtual fly test tube
Randomly sampled TTest comparison
Continuous error band in Matlab
Lectures, Fundamentals of Computational Psychiatry course, ISMMS, 10/2022
Computational Psychiatry Workshops
NYCPW – Computational Psychiatry Workshop, 11/2025
NYCPW – Computational Psychiatry Workshop, 10/2024
Talk for the Computational Psychiatry course, NY, 07/2019
Talk for the Computational Psychiatry course, UK, 07/2017
Workshop UCL – 01/2015
Computational (Bayesian) models
Algorithmic Models
Lotka–Volterra equations: basic dynamics and input-controlled parameter modulation
ON and OFF policy solutions for the “windy grid-world task”
ON and OFF policy solutions for the “cliff task”
Model-based and Model-free RL solving a sequential two-choice Markov decision task
Reinforcement Learning vs Bayesian approach
Neural Models
Minimal onset detector and parameter regression
Mean field activity
Spiking neurons, cluster example
Layer of clusters with lateral inhibitions
Simple time series regression using genetic algorithms
Pattern raiders: regressions of complex time series
Basal Ganglia: package to simulate mean field neural dynamics
Computational (Bayesian) models
[coming soon]
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