EEGLAB
EEGLAB is an open-source MATLAB environment for processing continuous and event-related EEG, MEG, and related electrophysiological data. It combines an interactive graphical interface with an extensive scripting and plug
Open EEG methods and infrastructure
Swartz Center for Computational Neuroscience
SCCN develops open electrophysiological methods, interoperable data infrastructure, and computational neuroscience research linking neural dynamics to cognition, behavior, clinical state, and human experience.
Computational neuroscience laboratory
A full stack for EEG science
SCCN connects EEGLAB, NEMAR, HED, shared datasets, scalable computation, independent component analysis, source modeling, quality control, and reproducible workflows into infrastructure for mature data-intensive EEG research.
Methods
Open tools and data systems
Core SCCN methods support analysis, annotation, data access, and reproducible EEG workflows.
NEMAR
NEMAR connects BIDS-formatted EEG, MEG, and iEEG datasets with OpenNeuro, quality visualization, and high-performance computing through SDSC and NSG. Browse and search openly shared EEG/MEG/iEEG datasets Validate metadat
HED
Hierarchical Event Descriptors make experimental events machine-actionable and comparable across datasets by adding standardized, extensible event annotation. Visit HED ↗
Research
Research directions
To take advantage of recent and ongoing advances in intensive and large-scale co
To take advantage of recent and ongoing advances in intensive and large-scale computational methods, and to preserve the scientific data created by publicly funded research projects, data archives must be created as well as standards for specifying, identifyin
Modeling long-range brain interactions during affective processing
Modeling long-range brain interactions during affective processing. We are using independent component analysis (ICA) and time/frequency analysis techniques to study a phenomenon we have detected in high-dimensional EEG data, theta band synchronization events
EEG dynamics of emotional processing
EEG dynamics of emotional processing. We are studying EEG dynamics during 3-5 minute periods when the subject actively imagines a situation provoking a suggested emotion, attempting to recreate the bodily feelings associated with the emotion. First results on
News
News and events
SFN 2025 Open House
SCCN event listing preserved from the News & Events page.
Neuroscience 2023
SCCN event listing preserved from the News & Events page.
What are hierarchical event descriptors?
September 20,...