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Search results for eeg

647 search results found

Intellipi ⭐ 26

The open-source, all-in-one EEG embedded system.

Ssvep Multi Task Learning ⭐ 25

Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.

Buffer_bci ⭐ 25

Simple Matlab/Octave based framework for building Brain Computer/Machine Interfaces (BCI/BMI)s

Fbcsp Python ⭐ 25

Python implemementation of the FBCSP algorithm

Simple Framework for data acquisition (signal, video) in pure python.

Arduino Library for the Texas Instruments ADS1299

Eeg Based Emotion Analysis Using Deap Dataset For Supervised Machine Learning ⭐ 25

This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machine learning algorithms such as Support vector machine and K - Nearest Neighbor.

Oscillationmethods ⭐ 25

Methodological considerations for analyzing and interpreting neural oscillations.

Online_neuroimaging_resources ⭐ 24

a laundry list of resources for MRI, fMRI, EEG, MEG...

A simple EEG display app built for the Neurosky MindWave Mobile hardware, using iOS 8 and Swift.

OHBA Software Library - MEG/EEG Analysis Tools

Eegmotorimagery ⭐ 24

EEG motor imagery classification using convolutional neural networks

Sleep_staging_shhs ⭐ 24

Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"

Deep Learning Emotion Decoding Using Eeg Data From Autism Individuals ⭐ 24

Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical data were collected in StonyBrook Social Competence Treatment Lab, for data request evaluation please contact professor Matthew D. Lerner [email protected]

Smartphone Bci Hardware ⭐ 24

Hardware Repository for the Hardware used in the smartphone BCI Project

Exploratory project to extract actionable signal from a custom electroencephalogram (EEG) cap we are building for a dog.

[IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"

The simplest way to do brain and behaviour research - right in your browser or mobile phone. Discord: https://discord.gg/sqsuzXWE3K

Ganglion Ble ⭐ 23

Web Bluetooth client for the Ganglion brain-computer interface by OpenBCI

Dl Neuro_papers ⭐ 23

Collection of resources dealing with convergence of DL and neuro

Human Computer Interaction ⭐ 23

国科大人机交互大作业：多模态情感识别

Angular Neurosky ⭐ 23

Neurosky's MindWave EEG in Angular

Neurofeedbacklab ⭐ 23

Scripts in Matlab to run neurofeedback session

[DEPRECATED: use MNE-Python] Python module to stream and analyze EEG data in real-time

Eegsignalanalysis ⭐ 23

Analysis of EEG signals obtained from EMotiv device

Pyemotiv ⭐ 22

A Python library for data acquisition from the Emotiv Epoc EEG headset, using the research SDK.

Multivariate Dictionary Learning Algorithm

SIFT is an EEGLAB-compatible toolbox for analysis and visualization of multivariate causality and information flow between sources of electrophysiological (EEG/ECoG/MEG) activity. It consists of a suite of command-line functions with an integrated Graphical User Interface for easy access to multiple features. There are currently six modules: data preprocessing, model fitting and connectivity estimation, statistical analysis, visualization, group analysis, and neuronal data simulation.

An easy to use decoding toolbox for Matlab users.

NICE project for MEG and EEG data analysis.

Brainactivity3d ⭐ 21

Computer Graphics Project 2013

Bioamp V1.5 ⭐ 21

Upside Down Lab's Biopotential Amplifier v1.5 - Buy on Tindie at https://bit.ly/BioAmp-v1_5

Plotting_openbci_cyton_data_live ⭐ 21

A jupyter notebook that explains how to plot OpenBCI data

Cnn Mi Bci ⭐ 21

CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of EEG motor imagery signals")

The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"

Node Thinkgear Sockets ⭐ 21

Client library for ThinkGear Connect from Neurosky. Use with Mindwave and Mindware Mobile EEGs.

Zeffiro_interface ⭐ 21

Interface for using finite elements in inverse problems with complex domains

Brain_typing ⭐ 21

Codes, data for brain typing paper.

Ssvep Neural Generative Models ⭐ 21

Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification

Microstate Eeglab Toolbox ⭐ 21

Microstate EEGlab toolbox

Meditation Deathmatch ⭐ 20

A game for the Neurosky Mindwave controller

Ads1298 Breakout ⭐ 20

An ADS1298 breakout board (8 channel ADC chip with SPI interface, meant for ECG and EEG)

SpiSOP is free software for most commonly used basic sleep EEG analyses in one easy tool, and facilitates the fast replication of results on large data quanta, as well as enables others to share and communicate the exact methods.

Easylearn_dev ⭐ 20

Easylearn is designed for machine learning mainly in resting-state fMRI, radiomics and other fields (such as EEG). Easylearn is built on top of scikit-learn, pytorch and other packages. Easylearn can assist doctors and researchers who have limited coding experience to easily realize machine learning, e.g., (MR/CT/PET/EEG)imaging-marker- or other biomarker-based disease diagnosis and prediction, treatment response prediction, disease subtyping, dimensional decoding for transdiagnostic psychiatri

Dipole Simulator ⭐ 20

Interactive demonstration of how dipole location and orientation affect MEG and EEG sensor signals

Restingiaf ⭐ 20

Source code and associated materials for resting-state individual alpha frequency estimation in EEGLAB

Eeg_emotion_classifier_deap ⭐ 20

EEG Emotion classification using the DEAP pre-processed data

Neuroml2020 ⭐ 20

Machine Learning in Neuroimaging data, Fall 2020.

A lightweight I/O utility for the BrainVision data format, written in Python.

Spiderclaw ⭐ 19

OpenBCI 3D-printable EEG headset files

Signal2image Modules In Deep Neural Networks For Eeg Classification ⭐ 19

Eeg_classifier ⭐ 19

A general matlab framework for EEG data classification

Bids Matlab Tools ⭐ 19

Detection of ECG events (R wave, T wave) for the preprocessing of the heartbeat evoked potential

Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy

Qeeg_feature_set ⭐ 19

NEURAL: a neonatal EEG feature set in Matlab

P300 Speller ⭐ 18

A BCI speller based on P300 detection using a 1D CNN architecture.

Brainpad ⭐ 18

Classification of EEG signals from the brain through OpenBCI hardware and Tensorflow-Keras API

Pymne.jl ⭐ 18

Julia interface to MNE-Python via PythonCall

Goofi Pipe ⭐ 18

real-time neuro-/biosignal processing and streaming pipeline

Hackeeg Shield ⭐ 18

HackEEG TI ADS1299 Arduino shield hardware design files and tools

Ept_tfce Matlab ⭐ 18

Advanced EEG Statistics

Fusion ICA Toolbox (MATLAB)

Mne_microstates ⭐ 18

Microstate analysis for use with MNE-Python

Video Engine Dash ⭐ 18

A Dash plugin for playing back video and optionally syncing video to timestamped CSV Data

Eeg Emotions ⭐ 18

Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and learning using Sklearn tool.

A short library for calculating the state transitions Perturbational Complexity Index (PCIst)

Deep_learning_fmri_eeg ⭐ 18

Implementation of deep learning models in decoding fMRI/EEG data in a context of semantic processing

EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your MNE-based M/EEG code

Eeg Transformer ⭐ 18

Analysis of Transformer attention in EEG signal classification

Brain2music ⭐ 18

🎵 EEG brainwave data to music (more like noise) in realtime.

Tgam1 Eegreader ⭐ 17

Two arduino boards, wirelessly communicating via bluetooth, are able to get EEG waves and data from a TGAM1 powered device

Mindtype ⭐ 17

Mind-controlled keyboard

End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)

Neuroskyhacking ⭐ 17

Cooperative multitasking Arduino code example to process/graph EEG data from Star Wars Force Trainer (Neurosky board)

Fast Access to MNE-Python From Within R

Gumpy Deeplearning ⭐ 17

Deep Learning Models for Brain Computer Interfaces

Multi Task Cnn Eeg Emotion ⭐ 17

Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementation.

Cmorlet Tensorflow ⭐ 16

A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.

Eeg Blinks ⭐ 16

BLINKER: Automated blink detector for EEG

Eeglab_scripts ⭐ 16

Collection of scripts to run EEG data processing using EEGLAB in MATLAB

Mindhead.js ⭐ 16

Welcome to Mindhead. Prototyping EEG Neurofeedback + HTML5.

Feature Extraction Eeg ⭐ 16

Feature Extraction of Mental Load EEG signals

Iem Tutorial ⭐ 16

tutorial and example scripts for implementing inverted encoding model analysis framework

GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)

Hctsatutorial_bonneeg ⭐ 16

hctsa tutorial using the five-class Bonn EEG dataset

Athlete_data_warehouse ⭐ 16

A tool for bulk download, formatting and SQL DB storage of exercise, training, nutrition, wellness and health data from various trackers.

Luna Base ⭐ 16

Luna software for sleep EEG analysis (base)

Artifact Subspace Reconstruction for Python

User-friendly MNE-python based graphical user interface to do MEG and EEG analysis with multiple subjects

A package for manipulating EEG data in R.

Eeg_mi_dl ⭐ 15

A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualization & analysis), papers(research and summary), deep learning models(reproduction and experiments).

Sleep Scoring ⭐ 15

Code for automatic scoring of EEG recordings

Eeg Control Aircraft ⭐ 15

EmotivEPOC Neuroheadset to control aircraft（Collect EEG）

BCI/NF real-time processing and classification pipeline

Public Datasets Of Bci ⭐ 15

Popular public datasets of BCI

Course_eeg_ws2020 ⭐ 15

First EEG course in WS2020 in Stuttgart

Eeg Self Supervision ⭐ 15

Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!

Rasrmatlab ⭐ 15

A Matlab Toolbox for correcting EEG artifacts using Riemannian Artifact Subspace Reconstruction.

Create optimized ICA training (OPTICAT) data for EEG data recorded during free viewing (Dimigen, 2020, NeuroImage)

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