• EEGLAB

  • Referenced in 43 articles [sw07368]
  • event-related EEG, MEG and other electrophysiological data incorporating independent component analysis (ICA), time/frequency analysis...
  • FieldTrip

  • Referenced in 17 articles [sw14321]
  • toolbox offers advanced analysis methods of MEG, EEG, and invasive electrophysiological data, such as time ... frequency analysis, source reconstruction using dipoles, distributed sources and beamformers and non-parametric statistical testing ... supports the data formats of all major MEG systems (CTF, Elekta/Neuromag, 4D, Yokogawa ... most popular EEG systems, and new formats can be added easily. FieldTrip contains high-level...
  • ERPWAVELAB

  • Referenced in 8 articles [sw13140]
  • activity of EEG and MEG data. The toolbox provides tools for data analysis and visualization ... transformed event related data as well as data decomposition through non-negative matrix and multi ... such they are perfected for group analysis. Furthermore, the toolbox enables tracking of phase locked ... open source toolbox for analysis of single-trial EEG dynamics including independent component analysis...
  • eegkit

  • Referenced in 1 article [sw26196]
  • Toolkit for Electroencephalography Data. Analysis and visualization tools for electroencephalography (EEG) data. Includes functions ... data; (iii) frequency domain analysis (FFT) of EEG data ... spatial or temporal Independent Component Analysis of EEG data, and (v) simulating event-related potential...
  • ELAN

  • Referenced in 2 articles [sw21160]
  • package for analysis and visualization of MEG, EEG, and LFP signals. The recent surge ... signal analysis has witnessed a strong trend towards multidimensional analysis of large data sets ... range of signal analysis tools for electrophysiological data including scalp electroencephalography (EEG), magnetoencephalography (MEG), intracranial ... first studies of time-frequency analysis of EEG data exploring evoked and induced oscillatory activities...
  • Brainstorm

  • Referenced in 6 articles [sw20650]
  • analysis. Brainstorm is a collaborative open-source application dedicated to magnetoencephalography (MEG) and electroencephalography (EEG ... data visualization and processing, with an emphasis on cortical source estimation techniques and their integration...
  • SPM

  • Referenced in 8 articles [sw20505]
  • designed for the analysis of brain imaging data sequences. The sequences can be a series ... designed for the analysis of fMRI, PET, SPECT, EEG...
  • EMDLAB

  • Referenced in 1 article [sw26225]
  • EMDLAB: A toolbox for analysis of single-trial EEG dynamics using empirical mode decomposition. Background ... Empirical mode decomposition (EMD) is an empirical data decomposition technique. Recently there is growing interest ... open software environment for electrophysiological data analysis. Results: EMDLAB can be used to perform, easily ... wSEMD) and multivariate EMD (MEMD) on EEG data. In addition, EMDLAB is a user-friendly...
  • SPM12

  • Referenced in 4 articles [sw22558]
  • designed for the analysis of brain imaging data sequences. The sequences can be a series ... designed for the analysis of fMRI, PET, SPECT, EEG...
  • BSMART

  • Referenced in 5 articles [sw07381]
  • BSMART: a Matlab/C toolbox for analysis of multichannel neural time series BSMART, an acronym ... variety of neuroelectromagnetic phenomena, including EEG, MEG and fMRI data. A unique feature ... BSMART project is Multivariate AutoRegressive (MAR) analysis that has been long developed for statistical quantification...
  • MNE

  • Referenced in 4 articles [sw28921]
  • software for processing MEG and EEG data. Magnetoencephalography and electroencephalography (M/EEG) measure the weak electromagnetic ... estimates from M/EEG data, is a software package that provides comprehensive analysis tools and workflows...
  • BioSig

  • Referenced in 4 articles [sw15255]
  • research. Moreover, the analysis of biosignals such as the electroencephalogram (EEG), electrocorticogram (ECoG), electrocardiogram ... BioSig project. Specifically, BioSig provides solutions for data acquisition, artifact processing, quality control, feature extraction...
  • Keypy

  • Referenced in 1 article [sw31799]
  • compute the microstate analysis based on artefact free segments of EEG. It includes functions ... carry out the necessary preprocessing (data loading, filtering, average referencing), modified k-means clustering based ... platform for automated microstate analysis of large-scale EEG datasets from psychiatric patient populations...
  • BRAPH

  • Referenced in 1 article [sw26515]
  • BRain Analysis using graPH theory) for connectivity analysis of brain networks derived from structural magnetic ... positron emission tomography (PET) and electroencephalogram (EEG) data. BRAPH allows building connectivity matrices, calculating global...
  • itsadug

  • Referenced in 0 articles [sw15455]
  • regression analysis which is particularly useful for time course data such as EEG, pupil dilation...
  • ERPLAB

  • Referenced in 1 article [sw21886]
  • ERPLAB: an open-source toolbox for the analysis of event-related potentials. ERPLAB toolbox ... processing and analyzing event-related potential (ERP) data in the MATLAB environment. ERPLAB is closely ... EEG preprocessing steps and an excellent user interface design. ERPLAB adds to EEGLAB’s EEG ... ERPLAB also provides robust tools for averaging EEG segments together to create averaged ERPs...
  • AAR toolbox

  • Referenced in 1 article [sw15518]
  • detect artifact-related components. Third, the EEG data is reconstructed using only non-artifactual components ... very popular graphical toolbox for EEG analysis and visualization in MATLAB...
  • SCoT

  • Referenced in 1 article [sw26647]
  • cortical sources reconstructed from the electroencephalogram (EEG). Such analysis often relies on trial averaging ... extension called CSPVARICA is available for labeled data. SCoT estimates connectivity from various spectral measures...
  • LAPACK

  • Referenced in 1544 articles [sw00503]
  • LAPACK is written in Fortran 90 and provides...
  • Matlab

  • Referenced in 10903 articles [sw00558]
  • MATLAB® is a high-level language and interactive...