Cognitive Computational Modeling Made Easy with Julia
Explore cognitive computational modeling in Julia through this 28-minute conference talk from JuliaCon 2024. Dive into the world of building computational models for cognitive processes like learning, perception, memory, and decision-making. Learn how ActionModels.jl leverages Julia's Turing library to provide an accessible framework for cognitive and behavioral modeling. Discover the package's ability to simulate multiple models and integrate multilevel regressions with cognitive models. Examine the implementation of the generalized Hierarchical Gaussian Filter (HGF) in HierarchicalGaussianFiltering.jl for various cognitive modeling tasks and signal processing applications. Gain insights into making advanced cognitive computational modeling techniques more accessible to the broader scientific community while maintaining customizability for expert users.