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Search results for eeg signals
eeg-signals
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46 search results found
Eegwithraspberrypi
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777
Open-Source board for converting RaspberryPI to Brain-computer interface
Ironbci
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443
Open-Source Brain-Computer Interface, ADS1299 and STM32
Yasa
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365
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
Neurotech Course
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312
CS198-96: Intro to Neurotechnology @ UC Berkeley
Eeg Motor Imagery Classification Cnns Tensorflow
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118
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
Eeg To Text
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99
code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
Eegutils
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94
An R package for processing and plotting of electroencephalography (EEG) data
Eegraph
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91
EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.
Eeg Gcnn
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56
Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.
Explorepy
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37
Python API for Mentalab biosignal aquisition devices
Ds Ddpm
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28
Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals
Contrawr
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23
SSL: EEG dataset processing and EEG Self-supervised Learning
Iv 2a
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23
Ssvep Neural Generative Models
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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
Subject Invariant Ssvep Gan
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20
Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI.
Multi Task Cnn Eeg Emotion
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17
Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementation.
Nftsim
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16
C++ library for simulation of multiscale neural field dynamics
Eeguana
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15
A package for manipulating EEG data in R.
Eeg Self Supervision
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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!
Spkit
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14
Signal Processing Toolkit, including ML models with visualization
Evaluating Eeg Representations
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12
Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.
Hu Neuro Pipeline
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12
Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin
Eeg_convolutional_neural_net
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12
A convolutional neural network developed in python using the Keras machine learning framework used to categorize brain signal based on what a user was looking at when the EEG data was collected.
Gx_tes_eeg_physio_behavior
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10
Supporting code for the GX Dataset
Phase Coherence For Python
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9
Function to calculate consistency of phase at a given frequency across measurements
Hfo Classification
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9
HFO classification
Re Deep Convolution Neural Network And Autoencoders Based Unsupervised Feature Learning Of Eeg
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9
Eeg Pyline
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8
EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.
Bcibasedwheelchair
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8
Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks
Eeg Controlled Robot Using Neurosky Mindwave Mobile2
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8
Mobile Robot controlled using Neurosky Mindwave headset. This repository contains the data collection and robot control scripts developed using C#. Features of the data has been extracted using EMD and HHT formulaes.
Bdf.jl
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8
Module to read Biosemi BDF files with the Julia programming language
Bossdevice Api Matlab
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8
sync2brain's bossdevice RESEARCH Application Programmable Interface (API) for MATLAB
Augmentedbciframework
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8
The UniPA BCI Framework is an Augmented Brain-Computer Interface framework based on the P300 paradigm with further additional modules to perform the acquisition of eye gaze and physiological features.
Iitnet Official
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7
This is an official implementation for "Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic sleep scoring on raw single-channel EEG".
Electrocuda
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7
Robust electrophysiology tools with GPU acceleration
Cleanroom
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6
A tool for visualizing EEG brainwaves from Muse headsets
3.eeg_recognation
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6
Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism
Eeglab Fft
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6
EEGLAB scripts for FFT analysis of multiple EEG datasets + data visualization.
Csp Python
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6
Python implementation of the CSP algorithm
Deep Learning Based Emotion Recognition
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6
Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN
Ssvep Bci Research
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5
High School SSVEP-BCI Research Project to improve classification accuracy of captured EEG signals
Hfo_detector
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5
HFODetector is Python package that that is capable of detecting HFOs with either a STE or an MNI detector. Detection speed is increased by using multiprocessing.
Pyhfo
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5
STE/MNI HFO detection, classification and visualization
Epileptic Seizure Recognition
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5
Repository with Machine Learning techniques to identify Epileptic Seizure from EEG data.
Encodingn200
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5
Python and JAGS code and data associated with publication, "The latency of a visual evoked potential tracks the onset of decision making" (2019)
Eeg_fconn
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5
Python library to compute functional connectivity measures from EEG
1-46 of 46 search results
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