Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Videos

Computational modeling of high-level cognition and brain function.

M A Just1, P A Carpenter, S Varma

  • 1Center for Cognitive Brain Imaging, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA. just+@cmu.edu

Human Brain Mapping
|October 19, 1999
PubMed
Summary
This summary is machine-generated.

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Can ChatGPT-4o handle the heat? Benchmarking AI against clinicians in initial burn care: A single-blinded comparative analysis.

Journal of plastic, reconstructive & aesthetic surgery : JPRAS·2026
Same author

Examining the association between socio-demographic factors, catheter use and antibiotic prescribing in Northern Ireland primary care: a cross-sectional multilevel analysis.

Epidemiology and infection·2022
Same author

Tyrosine kinase domain mutations in chronic myelogenous leukemia patients: A single center experience.

Journal of postgraduate medicine·2021
Same author

Acceptability of Neuroscientific Interventions in Education.

Science and engineering ethics·2021
Same author

An unexpected lesion on the scalp.

Clinical and experimental dermatology·2020
Same author

A prospective comparative study to identify the optimal skin marker and marking protocol for skin surgery.

Clinical and experimental dermatology·2020
Same journal

Injury Severity Influences Long-Term Cognitive Control in Pediatric "Mild" Traumatic Brain Injury.

Human brain mapping·2026
Same journal

Early Adulthood Signatures of Motherhood in Brain Aging.

Human brain mapping·2026
Same journal

Neural Markers of Interocular Grouping During Binocular Rivalry With MEG.

Human brain mapping·2026
Same journal

Neural Correlates of Explicit Outcome Expectation Effects: An Activation Likelihood Estimation Meta-Analysis.

Human brain mapping·2026
Same journal

Benchmarking fMRI Denoising Pipelines.

Human brain mapping·2026
Same journal

Modeled Long-Term Effects of Psilocybin on Dynamic Activity and Effective Connectivity of Fronto-Striatal-Thalamic Circuits.

Human brain mapping·2026
See all related articles

The novel 4CAPS computational model simulates cortical function, predicting human behavior and fMRI data. This architecture integrates cognitive modeling with neuroimaging findings for enhanced understanding.

Area of Science:

  • Cognitive Neuroscience
  • Computational Neuroscience
  • Neuroimaging

Background:

  • Cognitive models like SOAR, ACT-R, 3CAPS, and EPIC predict observable variables.
  • Existing models offer limited integration with neuroimaging data and cortical function properties.

Purpose of the Study:

  • Introduce a new computational modeling architecture, 4CAPS.
  • Align the model with key properties of cortical function.
  • Bridge the gap between cognitive modeling and functional neuroimaging results.

Main Methods:

  • Developed the 4CAPS computational modeling architecture.
  • Implemented the model as a computer simulation.
  • Incorporated key properties of cortical function into the model's design.

Related Experiment Videos

Main Results:

  • The 4CAPS model predicts human response times and error patterns.
  • The model demonstrates consistency with functional neuroimaging results.
  • 4CAPS accounts for functional decomposition and predicts fMRI activation levels and localization.

Conclusions:

  • The 4CAPS architecture provides a framework for understanding cortical function.
  • The model successfully integrates cognitive and neuroimaging data.
  • 4CAPS advances computational neuroscience by linking cognitive processes to brain activity.