Search Results for "eeg analysis"
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Showing 26 open source projects for "eeg analysis"
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FieldTrip
The MATLAB toolbox for MEG, EEG and iEEG analysis
...It supports the data formats of all major MEG systems (CTF, Neuromag/Elekta/Megin, BTi/4D, Yokogawa/Ricoh, FieldLine) and of most popular EEG systems, and new formats can be added easily. FieldTrip contains high-level functions that you can use to construct your own analysis protocols in MATLAB. Furthermore, it easily allows methods researchers to incorporate new methods for EEG/MEG analysis. -
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EEGLAB
EEGLAB is an open source signal processing environment
EEGLAB is an open source, MATLAB-based interactive environment for analyzing electrophysiological signals such as EEG and MEG. It incorporates powerful tools for data import, preprocessing, independent component analysis (ICA), time-frequency analysis, artifact rejection, and visualization—all within a GUI framework that also supports scripting and plugin extensions. EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and Octave (command line only for Octave). ... -
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MNE-Python
Magnetoencephalography (MEG) and Electroencephalography EEG in Python
Open-source Python package for exploring, visualizing, and analyzing human neurophysiological data. MNE-Python is an open-source Python package for exploring, visualizing, and analyzing human neurophysiological data such as MEG, EEG, sEEG, ECoG, and more. It includes modules for data input/output, preprocessing, visualization, source estimation, time-frequency analysis, connectivity analysis, machine learning, statistics, and more. -
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Closed-source Brain Analysis and Visualization software. Software requires EEG device with LSL protocol output (developed using BrainAccess HALO EEG). Fast algorithms perform well with normal laptops. Software visualizes brain state using RGB colors and reports EEG's hidden/latent state. https://www.whiteclinic.net/
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A Matlab toolkit for all aspects of EEG/ERP analysis, especially PCA. If you run into a problem, please send me a note and I'll fix it. The tutorial pdf is in the documentation folder and the tutorial data can be downloaded from a link provided by the pdf. The tutorial file has full install instructions. For all platforms supported by Matlab.
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mTRF-Toolbox
A MATLAB package for modelling multivariate stimulus-response data
mTRF-Toolbox is a MATLAB package for modelling multivariate stimulus-response data, suitable for neurophysiological data such as MEG, EEG, sEEG, ECoG and EMG. It can be used to model the functional relationship between neuronal populations and dynamic sensory inputs such as natural scenes and sounds, or build neural decoders for reconstructing stimulus features and developing real-time applications such as brain-computer interfaces (BCIs). Toolbox Paper: ... -
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processing_codes_iEEG
Functions to analyse intracranial EEG (SEEG and ECoG) recordings
Here you will find functions and scripts that are useful when analysing intracranial EEG data (from depth SEEG electrodes, or ECoG subdural grids). Functions are for MATLAB. We use these function in FRONT neurolab (RITMO, University of Oslo) to do our analysis. Some are simple modifications from someone else's code. Other's are fully ours. Many functions are designed to work in combination with FieldTrip (http://www.fieldtriptoolbox.org/) and iElectrodes toolbox (https://sourceforge.net/projects/ielectrodes/). ... -
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Aghermann
Sleep-research experiment manager & sleep pressure estimator
Aghermann is a sleep-research experiment management program, with a facility for reading, displaying, and scoring EEG recordings in edf format; power spectra analysis and visualization; and Process S simulation following Achermann et al, 1993. * For random Windows users inquiring: Please move along, this program will NOT run in Windows! 這個程序並不運行在Windows! Este programa no se ejecutará en Windows. Ce programme ne fonctionne pas sous Windows. Заебали, блять -
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FieldTrip
The MATLAB software toolbox for MEG and EEG analysis
FieldTrip is the Matlab toolbox for EEG and MEG data. It includes algorithms for simple and advanced analysis, such as importing, preprocessing, time-frequency analysis, source reconstruction, statistical testing and connectivity analysis. -
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mfeeg
concise m files(matlab program) for EEG analyses
The aim of mfeeg is not to provide a graphic-user-interface (mfeeg is command line based) and a comprehensive toolbox with a huge body, but to discuss (with you) about various problems met in eeg analysis using the "language" of short m files. Each file in mfeeg is very short and easy to read, thus making it clear that how a given algorithm is implemented. -
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Manipulation and analysis of psychophysiological data (e.g. peripheral physiology, EEG, MEG). This toolbox has a special focus on time-frequency approaches, including amplitude and phase-synchrony. Developer Project Home: http://www.ccnlab.umd.edu/Psychophysiology_Toolbox/
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The NIDB provides storage, retrieval, and processing of neuroinformatics data. The system is mainly designed for imaging data, such as fMRI and EEG, but data of any type can be associated with a subject through all storage and analysis steps.
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A sleep research experiment manager, EDF (EEG, EMG etc) with power spectrum analysis and visualisation, and Process S ('sleep pressure') estimation following Achermann et al (1993).
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A collection of compact, powerful programs and functions, written in C, for the analysis and transformation of data. No object or structure dependencies, no fancy interfaces - just good tools.
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ptsa (pronounced pizza) stands for Python Time Series Analysis. A python module specifically designed with neural data in mind (EEG, MEG, fMRI, etc...), but applicable to almost any type of time series.
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Various EEG Apps
Software and HW to play with "brain waves" ;-)
Various EEG Apps include several EEG based tools (brainwave analysis tools, brainwave controlled games) with associated hardware description given as example. The principal goal is to provide a brainwave activated controller headset coupled to a PC. -
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Using the Mean Machine, even very large EEG data sets can be analyzed (artifact detection, evoked potentials, frequency analysis, ect.). It is a Matlab GUI application, which can also be run via the command line without GUI-support.
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EEG-Holter - Designed for analysis of long-term EEG - Holter. Java developed, it supports medical and logbook anotations, epileptic events data, graphics and EDF files. UNIFESP © 2009 - Aristides Tavares dos Santos, Prof. Dr. Carlos J R Campos.
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A Python function library to extract EEG feature from EEG time series in standard Python and numpy data structure. Features include classical spectral analysis, entropies, fractal dimensions, DFA, inter-channel synchrony and order, etc.
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FreeBrain will be an application for the analysis of 2D neurophysiological signals, like heart-rate, EEG or eyemovements. It is aimed at those who want intuitive or free software and those who want a customizeble tool that can handle mixed datasets.
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The purpose of the Programmable Chip EEG BCI project is to create a EEG that is modernized with some of the latest hardware. The Design uses lower amplification and higher bit analog to digital converters to remove the need for filtering and amplifying.
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DSProcessing is a group of Csharp libraries destiny to evolution (on-line and off-line) DSP .NET sowtware on PC. Applications (for instance): ECG, EEG processing, speech processing and other.
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Large set of functions for biological records (ECG, EEG, phono), datastore, datamining and analysis (HRV, QT, RR, ST). The application is written in Java, so that it is assumed to work on all devices. It runs as a desktop or client-server application. It
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An open-source package for analysis of neurophysiological data-- offline (vs real-time) processing of single-neuron spike trains or EEG data associated with behavior and memory processes. Currently MATLAB heavy, with some Windows specific code.
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ES32 is a windows program for the analysis of EEG data files as produced by the NEUROSCAN (tm) Acquire application.