Search Results for "eeg"
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Showing 81 open source projects for "eeg"
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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... -
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FieldTrip
The MATLAB toolbox for MEG, EEG and iEEG analysis
FieldTrip is the MATLAB software toolbox for MEG, EEG and iEEG analysis, which is released free of charge as open source software under the GNU general public license. FieldTrip is developed by members and collaborators of the Donders Institute for Brain, Cognition, and Behaviour at Radboud University, Nijmegen, the Netherlands. The toolbox offers advanced analysis methods of MEG, EEG, and invasive electrophysiological data, such as time-frequency analysis, source reconstruction using dipoles... -
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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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BioSig is a software library for processing of biomedical signals (EEG, ECG, etc.) with Matlab, Octave, C/C++ and Python. About 50 different data formats are supported.
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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: http://dx.doi.org/10.3389/fnhum... -
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Adaptive Intelligence
Adaptive Intelligence also known as "Artificial General Intelligence"
Adaptive Intelligence is the implementation of neural science, forensic psychology , behavioral science with machine-learning and artificial intelligence to provide advanced automated software platforms with the ability to adjust and thrive in dynamic environments by combining cognitive flexibility, emotional regulation, resilience, and practical problem-solving skills. -
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Neuromancer Neurostim is a software developed by Tomas Erno Ukkonen (and Novel Insight). It shows pictures, keywords and sounds to create video to steer EEG to target states etc. This can be used to increase sleepiness etc. Machine learning neural nets and HMMs are used to process EEG measurements.
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MaxImpact
Finds pictures (advertising) that cause maximum change to EEG/response
Software can be used to find pictures that cause maximum physical changes to watcher (EEG). This can be used to do basic neuromarketing and to maximize clicks. Software is free to TEST but in commercial use you must contact me: nop@iki.fi -
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FASTER is a fully automated, unsupervised method for processing of high density EEG data. FASTER has been peer-reviewed, it is free and the software is open source. Nolan, H., Whelan, R., & Reilly, R.B. Journal of Neuroscience Methods, 192, 152-162.
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NervOn
Open Source EEG project to translate player's mind into a virtual game
NervON is an Open Source project that aims to read and translate human thoughts into a computer. The main objective is to create a virtual world in which millions of people could meet while being totally immersed in this game. -
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EMAP
A Cloud-Edge Framework for EEG Monitoring and Real-time Anomaly Pred.
We present a real-time two-tiered framework called EMAP, which cross-correlates the input with all the EEG signals in our mega-database (a combination of multiple EEG datasets) at the cloud, while tracking the signal in real-time at the edge, to predict the occurrence of an anomaly. Using the proposed framework, we have demonstrated a prediction accuracy of up to 94% for the three different anomalies that we have tested. This work was published and presented at Design Automation Conference... -
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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... -
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mathewboon
My OpenBCI project
EEG raw data from my CAEP (cortico-auditory evoked potential) without external stimuli. Please contact me with any clinical irregularities as this project is currently open for evaluation. mathewrboon@gmail.com #opensource #edwardsnowden -
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A key goal for NEMO is the development of a formal logic (“ontology”) to support data sharing, logic-based queries and mapping/integration of patterns across data from different labs, different experiment paradigms, and different modalities (EEG/MEG)
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EEG Seizure Prediction
Seizure prediction from EEG data using machine learning
The Kaggle-EEG project is a machine learning solution developed for seizure prediction from EEG data, achieving 3rd place in the Kaggle/University of Melbourne Seizure Prediction competition. The repository processes EEG data to predict seizures by training machine learning models, specifically using SVM (Support Vector Machine) and RUS Boosted Tree ensemble models. The framework processes EEG data into features, trains models, and outputs predictions, handling temporal data to ensure accuracy. -
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NeuroSuite
Klusters, NeuroScope and NDManager
NeuroSuite consists of three applications to visualize and process data from neurophysiological recordings. Klusters is a powerful and easy-to-use cluster cutting application designed to help neurophysiologists sort action potentials recorded from multiple neurons on groups of electrodes (e.g., tetrodes or multisite silicon probes). NeuroScope is an advanced viewer for electrophysiological and behavioral data: it can display local field potentials (EEG), neuronal spikes, behavioral events... -
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DBSFILT is a matlab toolbox designed to detect and remove deep brain stimulation induced artifacts from EEG or MEG data.
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AnyWave is a multi-platform software designed for neurologists and researchers who want to visualise and apply signal processing on electrophysiological signals. AnyWave can handle EEG, SEEG, MEG and more. MATLAB/Python/C++ plugins can be added. See this wiki section to learn how to build AnyWave on Linux : http://meg.univ-amu.fr/wiki/AnyWave:BuildSDK
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mctc4bmi
Matrix and Tensor Completion for Background Model Initialization
MCTC4BMI (Multimodal Compressed Sensing and Tensor Decomposition for Brain-Machine Interfaces) is a MATLAB toolbox designed to process and analyze EEG data. It applies compressed sensing and tensor decomposition techniques to improve brain-machine interface (BMI) performance. -
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OpenEEG for LabVIEW
VI for the OpenEEG Project
VI package to read, analyze and graph EEG signals -
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Mindwave Reader 512
Mindwave - Raw EEG Readings
Mindwave Reader 512 Downloads Raw EEG readings to a .csv file, 512 lines per second. Written in Java 7 (32-bit) Netbeans 8.0.2 (does not work with Java 64-bit). Based on Thinkgear wrapper written by David Cheatham http://dcheath.projectportfolio.info/85 and is a project of http://brainwaves.io/wp/ http://brainwaves.io/wp/reader512-2/reader512-help/ Mindwave-Reader512-2-0.zip is the source code ThinkGear Interface Test-2.0-Setup.exe is the setup program Many thanks... -
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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. * In Debian/sid since 0.4.4. -
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EEG/ERP Data Processor
Web app for remote processing of EEG/ERP data by a set of algorithms.
EEG/ERP Data Processor is a stand-alone web application providing EEG/ERP data processing algorithms using SOAP web services.
