Skip to content
@sccn

Swartz Center for Computational Neuroscience

SCCN GitHub Organization

The sccn org is the home of EEGLAB — a widely used EEG processing toolbox — together with its ~150-plugin ecosystem, the EEGPrep Python port, the NEMAR/NSG data infrastructure, Lab Streaming Layer (real-time acquisition), BIDS tooling, and two decades of research code.

This README is a starting point for new contributors: it outlines important and most active repositories, the EEGLAB plugin landscape, and the inactive repositories.

Status legend: 🟢 active (≤90d) · 🟡 maintenance (≤12mo) · 🟠 dormant (>12mo) · ⚫ archived · ⬜ empty


At a glance

Metric Value
Total repositories 127 (28 GB)
Activity split 🟢 13 active · 🟡 18 maintenance · 🟠 93 dormant · ⚫ 2 archived · ⬜ 1 empty
Language split MATLAB 88 · Python 11 · C/C++ · HTML/PHP · other (most code is MATLAB; a Python port is in progress)
GitHub stars (org) ~3,032 — concentrated in eeglab (770), labstreaminglayer (754), BCILAB (233), liblsl (172)
Most active repo eegprep — 516 commits in the last 90 days

1. Most important repositories

"Important" combines three signals: adoption (stars), foundational role, and current activity. Some widely used repositories have not had a commit in years but remain central (core algorithms, components bundled into EEGLAB, or the standard tool in their area), so the section is split into actively developed (§1a) and foundational but stable/dormant (§1b). LOC is git-tracked source lines (own code; vendored or bundled code is noted). EEGLAB plugins are also catalogued in §2.

1a. Actively developed (commit in the last 90 days)

The 13 repositories with recent commit activity.

Repo Project Lang LOC Top contributor Activity Description
eeglab EEGLAB core MATLAB ~153k¹ Arno (9,075) 🟢 last 2026-05-28 · 13,861 commits · 85 contributors · 15 in 90d 770 Flagship open-source EEG/MEG signal-processing environment
eegprep EEGPrep / Conversion Python ~82k² Arno (409) 🟢 last 2026-06-17 · 1,162 commits · 19 contributors · 516 in 90d 25 Python-native, EEGLAB-compatible automated preprocessing toolkit (the port)
liblsl Lab Streaming Layer C++ ~14k³ Tristan Stenner (781) 🟢 last 2026-06-17 · 1,104 commits · 38 contributors · 34 in 90d 172 Core C++ LSL library — multi-modal time-synced data transmission
labstreaminglayer Lab Streaming Layer C++/HTML super-repo⁴ Chadwick Boulay (260) 🟢 last 2026-05-29 · 507 commits · 34 contributors · 3 in 90d 754 LSL super-repo: submodules for LSL + dozens of device apps
EEG-BIDS BIDS MATLAB ~12k Arno (332) 🟢 last 2026-05-05 · 746 commits · 21 contributors 32 EEGLAB BIDS import/export tools (also a bundled plugin)
eeglab_tests EEGLAB core MATLAB ~39k Arno (264) 🟢 last 2026-05-29 · 324 commits · 6 contributors · 4 in 90d 1 EEGLAB test suite (Git-LFS, 15 GB of test data)
nemar_reanalysis NEMAR / NSG MATLAB ~15k GaganVM (48) 🟢 last 2026-04-11 · 49 commits · 4 contributors · 7 in 90d 0 NEMAR dataset reanalysis pipeline
eeglab_conversion EEGPrep / Conversion Python ~14k Yahya (20) 🟢 last 2026-05-09 · 15 commits · 4 contributors · 9 in 90d 0 Function-by-function MATLAB→Python parity workbench (TDD)
eeg-verify EEGPrep / Conversion Python ~2.3k Aman (32) 🟢 last 2026-05-19 · 32 commits · 1 contributor · 32 in 90d 0 Cross-pipeline dataset/library verification harness
sccn.github.io Outreach / Docs HTML ~2.2k⁵ Arno (1,019) 🟢 last 2026-04-30 · 1,630 commits · 27 contributors · 9 in 90d 7 EEGLAB wiki/website content host
bva-io I/O import MATLAB ~1.3k Arno (27) 🟢 last 2026-03-30 · 63 commits · 9 contributors · 3 in 90d 23 BrainVision data import/export (also a bundled plugin)
muse_osc Acquisition / Mobile Python ~90 Arno (2) 🟢 last 2026-04-17 · 2 commits · 1 contributor 0 Muse portable-EEG OSC streaming

¹ eeglab LOC includes bundled plugin submodules (clean_rawdata, dipfit, EEG-BIDS, firfilt, ICLabel, …); the core toolbox alone is ~100k. ² eegprep own src/ is ~82k; ~150k including tests/examples. ³ liblsl own src/+include/ is ~14k; the tree carries ~170k more lines of vendored lslboost/thirdparty. ⁴ labstreaminglayer is a super-repo of git submodules (~300 lines of glue in the super-repo itself; each app/library lives in its own submodule). ⁵ sccn.github.io is mostly Markdown/content (not counted as code); the ~2.2k is HTML/JS.

Most recent activity is concentrated in eegprep (516 commits in 90 days, well ahead of the next repo at 34), alongside eeglab, the LSL libraries, nemar_reanalysis, and the website.

1b. Foundational but stable / dormant

Repositories that are not actively developed but remain widely used or central to EEGLAB. Several are also EEGLAB plugins and appear again in §2.

Repo Project Lang LOC Status Why it matters
BCILAB Misc / Research MATLAB ~192k 233 🟠 dormant (2021) Flagship standalone Brain-Computer Interface toolbox — the org's 3rd-most-starred repo
xdf Lab Streaming Layer super-repo 102 🟠 dormant (2020) Loaders for XDF, the standard LSL recording file format — used across the entire LSL ecosystem
ICLabel ICA MATLAB ~2.6k 73 🟡 maintenance Automatic EEG IC classification — the most-used ICA plugin, bundled in EEGLAB
clean_rawdata Preprocessing MATLAB ~7.8k 53 🟡 maintenance Artifact Subspace Reconstruction (ASR) — the de-facto standard cleaning step in modern EEGLAB pipelines, bundled in EEGLAB
roiconnect Source & Conn. MATLAB ~50k 46 🟡 maintenance ROI-based connectivity analysis
SIFT Source & Conn. MATLAB ~163k 42 🟠 dormant (2024) Major multivariate causality / connectivity toolbox (513 commits)
amica ICA Fortran ~12k 32 🟠 dormant (2024) The AMICA decomposition — a core ICA engine behind EEGLAB
mobilab Acquisition MATLAB 31 🟡 maintenance MoBILAB — Mobile Brain/Body data analysis & visualization
dipfit Source & Conn. MATLAB ~8.3k 8 🟡 maintenance Equivalent-dipole source localization — bundled in EEGLAB core

2. EEGLAB plugins

Much of the org is the EEGLAB plugin ecosystem — standalone toolboxes that extend EEGLAB. Most are feature-complete and see little ongoing change; a few are actively maintained. Sorted by stars; the full list (all families) is in repo_inventory.csv.

Plugin Family Lang Status Last commit Top contributor Description
ICLabel ICA MATLAB 73 🟡 maintenance 2025-11-18 Arno Automatic EEG independent-component classification
clean_rawdata Preprocessing MATLAB 53 🟡 maintenance 2026-01-05 Arno Artifact Subspace Reconstruction (ASR) — clean raw EEG
roiconnect Source & Conn. MATLAB 46 🟡 maintenance 2025-09-12 Arno ROI-based connectivity analysis in EEG
PACTools Source & Conn. MATLAB 43 🟠 dormant 2024-08-05 ramonmc Phase-Amplitude Coupling via multiple methods
SIFT Source & Conn. MATLAB 42 🟠 dormant 2024-08-02 Tim Mullen Multivariate causality / information-flow toolbox (GUI-heavy)
EEG-BIDS BIDS MATLAB 32 🟢 active 2026-05-05 Arno BIDS import/export (also a top-level active repo, §1)
amica ICA Fortran 32 🟠 dormant 2024-07-25 Jason Palmer Adaptive Mixture ICA — core decomposition algorithm
mobilab Acquisition MATLAB 31 🟡 maintenance 2025-10-24 aojeda MoBILAB — Mobile Brain/Body data analysis & viz
bva-io I/O import MATLAB 23 🟢 active 2026-03-30 Arno BrainVision import/export (also a top-level active repo, §1)
cleanline Preprocessing MATLAB 18 🟠 dormant 2025-02-07 Arno Line-noise (50/60 Hz) removal via adaptive filtering
OneOverF Misc / Research 12 🟡 maintenance 2025-11-19 Cedric Cannard Community project on 1/f spectral dynamics
NFT Source & Conn. MATLAB 9 🟠 dormant 2024-08-02 zakalinacar Neuroelectromagnetic Forward Modeling Toolbox
nsgportal NEMAR / NSG MATLAB 9 🟠 dormant 2024-07-11 ramonmc EEGLAB plugin for the Neuroscience Gateway (supercomputer)
dipfit Source & Conn. MATLAB 8 🟡 maintenance 2025-09-17 Arno Equivalent-dipole source localization
get_chanlocs Source & Conn. MATLAB 7 🟠 dormant 2024-08-02 cll008 Electrode localization from 3D head image
PowPowCAT Source & Conn. MATLAB 7 🟠 dormant 2024-07-25 Makoto Miyakoshi Cross-frequency power-power correlation
viewprops ICA MATLAB 6 🟠 dormant 2024-09-23 LucaPT Improved IC property visualization (pop_prop)
imat ICA MATLAB 5 🟠 dormant 2024-08-05 Johanna Wagner Independent Modulators Analysis Toolbox
relica ICA MATLAB 5 🟠 dormant 2024-07-25 ramonmc Reliability estimation of independent components
trimOutlier Preprocessing MATLAB 4 🟠 dormant 2024-07-25 Makoto Miyakoshi Outlier channel/frame rejection
binica ICA C 2 🟡 maintenance 2025-12-26 Arno Binary Infomax ICA in C (LAPACK)
iEEGLAB Misc / Research MATLAB 0 🟡 maintenance 2026-01-09 Cedric Cannard Intracranial EEG (iEEG) analysis plugin
corrmap ICA MATLAB 0 🟡 maintenance 2025-10-31 Arno Correlation of scalp maps across IC components
HEDTools BIDS MATLAB 0 🟠 dormant 2024-10-23 Dung Truong Hierarchical Event Descriptor (HED) tagging plugin

Forks bundled as plugins (not separate development lines): firfilt (FIR filtering), zapline-plus (line-noise removal). Dozens of smaller single-purpose plugins (std_*, NIMA, groupSIFT, PACT, fMRIb, neuroscanio, nwbio, …) are listed in repo_inventory.csv.


3. Inactive repositories and cleanup candidates

About 95 repositories are dormant, archived, or empty. The ones below are the clearest candidates for archival or consolidation; they are listed for reference, not as a decision.

Already archived on GitHub (2)

Repo Note
mffmatlabio Archived fork — MFF importer (likely merged into EEGLAB)
nemar_tool_proof_of_concept Archived fork — Octave-container PoC

Empty / single-commit stubs (likely safe to remove or merge)

Repo Note
eeglab_wiki 0 commits — empty placeholder
eegprep.read.the.docs 1 commit — superseded by eegprep's in-repo Sphinx docs
eeglab_gpu_func 1 commit (2021) — early GPU experiment, not developed further
biosemiPhys, emotivimport, erpssimport, countBlinks, erpsource, Mutual_Info_Clustering, NFT_demo, REST_fieldtrip, gazepoint_eyetracking Single-commit, multi-year-dormant stubs

Possibly superseded or redundant

Repo Note
eeglabtmp Old EEGLAB snapshot (12.5k commits, last 2019) — duplicate of eeglab
eeglab-1-deepa Personal fork of EEGLAB (13.4k commits, 2023)
lsl_archived Earlier LSL codebase, superseded by liblsl / labstreaminglayer
eeglab_plugin_manager and eeglab_plugin_manager2 Two plugin managers covering similar ground
open-data-registry Fork of AWS's public-dataset registry (6.2k commits)

Some inactive repositories are still widely used or foundational (BCILAB, xdf, SIFT, amica, ICLabel, …). These are listed in §1b rather than here, since inactivity alone does not make a repository a cleanup candidate.


Scope note: Several headline lab projects are not in the sccn org — EEG-Dash lives at github.com/eegdash/EEGDash; EEG Many Artifacts and EEG+fMRI have no public sccn repo. See all_sccn_repos_summary.md for details.


LOC computed 2026-06-24 from git-tracked source files in the local clones. All other metrics from the 2026-06-21 inventory (git log/shortlog + gh api). Star/issue counts are live GitHub values at generation time; raw commit totals are inflated by forks/snapshots.

Popular repositories Loading

  1. eeglab eeglab Public

    EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD

    MATLAB 773 273

  2. labstreaminglayer labstreaminglayer Public

    LabStreamingLayer super repository comprising submodules for LSL and associated apps.

    HTML 757 193

  3. lsl_archived lsl_archived Public

    Multi-modal time-synched data transmission over local network

    C++ 241 133

  4. BCILAB BCILAB Public

    MATLAB Toolbox for Brain-Computer Interface Research

    HTML 233 128

  5. liblsl liblsl Public

    C++ lsl library for multi-modal time-synched data transmission over the local network

    C++ 172 87

  6. xdf xdf Public

    Python 102 32

Repositories

Showing 10 of 111 repositories

Top languages

Loading…

Most used topics

Loading…