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Search results for python eeg signals
eeg-signals
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python
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29 search results found
Eegwithraspberrypi
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777
Open-Source board for converting RaspberryPI to Brain-computer interface
Yasa
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365
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
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"
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.
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.
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
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.
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
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 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.
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".
Deep Learning Based Emotion Recognition
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6
Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN
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
Cleanroom
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6
A tool for visualizing EEG brainwaves from Muse headsets
Csp Python
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6
Python implementation of the CSP algorithm
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.
Eeg_fconn
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5
Python library to compute functional connectivity measures from EEG
Pyhfo
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5
STE/MNI HFO detection, classification and visualization
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)
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1-29 of 29 search results
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