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MAPs Supporting Materials

Supporting materials for the MAPs workshops.

  • A Primer on Topological Data Analysis and Graph Signal Processing for Neuroimaging Data

  • A practical introduction into Dynamic Causal Modeling

  • QuNex, a neuroimaging processing suite

  • A flexible framework for simulating and fitting generalized drift-diffusion models.

  • Modeling the social brain

  • What is E/I imbalance? Clarifying the fundamental circuit dysfunction in schizophrenia using biophysical modelling of multiple imaging paradigms

  • 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

  • The Multilevel Event-related Deconvolved Signal Analysis (MEDuSA) of trial-to-trial variation in neural task-based activity

  • Trellis and Breadboard: Software Tools for Social Networks Research

  • Active Inference and its Application to Empirical Data

  • Leveraging Clinical Informatics to Improve Mental Health Care

  • Ten simple rules for predictive modeling

  • Pupillometry and intracranial recordings in Psychiatry Research

  • EEG-Neurofeedback as a Tool to Modulate Cognition and Behavior: A Review Tutorial