Search Results for "eeg"
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Showing 63 open source projects for "eeg"
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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
...This folder contains original Matlab functions from the EEGLAB (formerly ICA/EEG) Matlab toolbox, all released under the Gnu public license (see eeglablicence.txt). See the EEGLAB tutorial and reference paper (URLs given below) for more information. All distributed EEGLAB functions (admin, sigproc, pop, misc). -
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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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MongoDB Atlas runs apps anywhereMongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
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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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NeuroSuite
Klusters, NeuroScope and NDManager
...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, as well as the position of the animal in the environment. It also features limited editing capabilities. NDManager (Neurophysiological Data Manager) is a simple graphical application designed to help neurophysiologists manage their experimental recording parameters (e.g., number of channels and sampling rate of the acquisition system) and process their data (data filtering, spike extraction, PCA, etc.) -
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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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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.2016.00604 Methods Paper: https://doi.org/10.3389/fnins.2021.705621 -
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Binaural Beat Generator
A lightweight binaural audio simulator for Debian based Linux systems
...By playing slightly different sine wave frequencies into the left and right ears, a third, perceived frequency equal to the difference between the two (e.g. a 10 Hz Alpha wave) is created in the brain. This method is based on scientific research (Heinrich Wilhelm Dove, 1839, and modern EEG studies) exploring the synchronization of brainwaves, increasing focus, reducing stress, and promoting deep relaxation. Github: https://github.com/shampuan/Binaural-Beat-Generator -
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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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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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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 2020 (DAC 2020). ... -
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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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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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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. -
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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 to Gutenberg for creating the setup for me. ... -
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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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SSLTool is a Matlab based toolbox for bioelectromagnetic data (EEG/MEG) visualization, surface Laplacian calculation and modeling. It can compute surface Laplacian on realistic head surfaces given by a triangular mesh. It has a friendly GUI.
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ZSWI_EEG_2015
Vytvoření knihovny pro detekci epoch v EEG signálu
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Mindwave Reader One
Mindwave Reader One
Mindwave Reader One is written in C# 2010 ThinkGearNET (Version 8) was written by Brian Peek https://thinkgearnet.codeplex.com/ http://channel9.msdn.com/coding4fun/articles/MindBlaster ThinkGearNet code is Open Source Mindwave Reader One (One line per second) – Version 1 A modified version of ThinkGearNet designed to read EEG from a Mindwave and save the results to a .csv file by katie356 a project of alphagammawaves Blog Mindwave Reader One - Version 1 - April 2015 https://alphagammawaves.wordpress.com/ https://alphagammawaves.wordpress.com/reader1/ Please go there if you have any comments or suggestions http://support.neurosky.com/kb/development-2/eeg-band-power-values-units-amplitudes-and-meaning Mindwave Reader One is also Open Source
