MAPs Resource Library
Supporting materials for the MAPs workshops.
Behavior & Cognition
Copy Link
Methods focused mainly on modeling of behavioral data, decision-making, learning, and task performance more generally.
Ten simple rules for predictive modeling
A flexible framework for simulating and fitting generalized drift-diffusion models.
Hierarchical Gaussian Filters (HGFs) for behavioral modelling in computational psychiatry.
Drift diffusion model and beyond for linking brain to behavioral data in patient populations
Fitting dynamic models of learning to trial-by-trial behavioral data
Active Inference and its Application to Empirical Data
Brain and Neuroimaging
Copy Link
Methods focused mainly on neural data, imaging, physiology, and brain-based modeling.
QuNex, a neuroimaging processing suite
A practical introduction into Dynamic Causal Modeling
Modeling the social brain
What is E/I imbalance? Clarifying the fundamental circuit dysfunction in schizophrenia using biophysical modelling of multiple imaging paradigms
The Multilevel Event-related Deconvolved Signal Analysis (MEDuSA) of trial-to-trial variation in neural task-based activity
EEG-Neurofeedback as a Tool to Modulate Cognition and Behavior: A Review Tutorial
A Primer on Topological Data Analysis and Graph Signal Processing for Neuroimaging Data
Pupillometry and intracranial recordings in Psychiatry Research
Social and Multi-Agent
Copy Link
Methods for social interaction, networks, and multi-person systems.
Trellis and Breadboard: Software Tools for Social Networks Research
Clinical and Bioinformatics
Copy Link
Leveraging Clinical Informatics to Improve Mental Health Care