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    47 repositories

    • sleep-staging_IIIS

      Public
      Jupyter Notebook
      •
      MIT License
      •1•2•0•0•Updated Aug 4, 2024Aug 4, 2024

    • telluride_decoding

      Public
      Python
      •
      Apache License 2.0
      •12•0•0•0•Updated Jun 27, 2024Jun 27, 2024

    • dreamento

      Public
      Dreamento (DReam ENgenieering TOolbox): a Python-based software for dream engineering while monitoring/analyzing real-time EEG data.
      Python
      •
      MIT License
      •9•0•0•0•Updated Mar 18, 2024Mar 18, 2024

    • ERDS_Plots

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Jan 10, 2024Jan 10, 2024

    • sleepeegpy

      Public
      Jupyter Notebook
      •
      MIT License
      •8•0•0•0•Updated Dec 23, 2023Dec 23, 2023

    • tinysleepnet

      Public
      TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively
      Python
      •
      Apache License 2.0
      •45•0•0•0•Updated Aug 23, 2023Aug 23, 2023

    • eeg-notebooks

      Public
      A collection of classic EEG experiments implemented with Python and Jupyter notebooks
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •125•0•0•0•Updated Jun 14, 2023Jun 14, 2023

    • Schizophrenia-Detection

      Public
      Python
      •
      MIT License
      •1•0•0•0•Updated Mar 20, 2023Mar 20, 2023

    • Emotion_analysis

      Public
      Jupyter Notebook
      •0•1•1•0•Updated Jan 2, 2023Jan 2, 2023

    • eeg_stress_detection

      Public
      Classification of stress using EEG recordings from the SAM 40 dataset
      Jupyter Notebook
      •4•12•2•0•Updated Dec 14, 2022Dec 14, 2022

    • REM_Onset_Detector

      Public
      Rapid eye movement (REM) onset detector
      Python
      •0•0•0•0•Updated Nov 7, 2022Nov 7, 2022

    • asrpy

      Public
      Artifact Subspace Reconstruction for Python
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •17•0•0•0•Updated Oct 25, 2022Oct 25, 2022

    • minisom

      Public
      🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps
      Python
      •
      MIT License
      •428•0•0•0•Updated Sep 28, 2022Sep 28, 2022

    • AttnSleep

      Public
      [IEEE TNSRE] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
      Python
      •
      MIT License
      •62•0•0•0•Updated Jul 24, 2022Jul 24, 2022

    • eeg_microstates

      Public
      EEG microstate analysis
      Jupyter Notebook
      •
      MIT License
      •18•0•0•0•Updated Jun 22, 2022Jun 22, 2022

    • mne_microstates

      Public
      Microstate analysis for use with MNE-Python
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •12•0•0•0•Updated Mar 9, 2022Mar 9, 2022

    • MOO_ch_selection_DEAP

      Public
      Two-dimensional CNN-based distinction of human emotions from EEG channels selected by Multi-Objective evolutionary algorithm
      Python
      •1•5•0•0•Updated Mar 3, 2022Mar 3, 2022

    • deepsleepnet

      Public
      DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
      Python
      •
      Apache License 2.0
      •158•0•0•0•Updated Oct 8, 2021Oct 8, 2021

    • datajoint-python

      Public
      Relational data pipelines for the science lab
      Python
      •
      GNU Lesser General Public License v2.1
      •85•0•0•0•Updated Sep 2, 2021Sep 2, 2021

    • SleepEEGNet

      Public
      SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
      Python
      •73•0•0•0•Updated Aug 27, 2021Aug 27, 2021

    • RobustSleepNet

      Public
      Transfer learning for sleep stage detection
      Python
      •
      MIT License
      •5•0•0•0•Updated Aug 25, 2021Aug 25, 2021

    • tapas

      Public
      TAPAS - Translational Algorithms for Psychiatry-Advancing Science
      MATLAB
      •
      GNU General Public License v3.0
      •91•0•0•0•Updated Jun 22, 2021Jun 22, 2021

    • sleepstages

      Public
      Python
      •12•0•0•0•Updated Jun 8, 2021Jun 8, 2021

    • SalientSleepNet

      Public
      SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging
      Python
      •14•0•0•0•Updated Jun 7, 2021Jun 7, 2021

    • A7_LacourseSpindleDetector

      Public
      A7 Spindle Detector described by Lacourse et al. 2018
      MATLAB
      •
      GNU General Public License v3.0
      •4•0•0•0•Updated Apr 23, 2021Apr 23, 2021

    • pyprep

      Public
      A python implementation of the Preprocessing Pipeline (PREP) for EEG data
      Python
      •
      MIT License
      •35•0•0•0•Updated Feb 25, 2021Feb 25, 2021

    • ANTS_youtube_videos

      Public
      The code and data files that accompany a 9-part lecture series on analyzing M/EEG/LFP data.
      MATLAB
      •26•0•0•0•Updated Oct 18, 2020Oct 18, 2020

    • ALOCC-CVPR2018

      Public
      Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)
      Python
      •
      MIT License
      •77•0•0•0•Updated Mar 6, 2020Mar 6, 2020

    • psychopy

      Public
      For running psychology and neuroscience experiments
      Python
      •
      GNU General Public License v3.0
      •919•1•0•0•Updated Jan 16, 2020Jan 16, 2020

    • bids-validator

      Public
      Placeholder. This content has moved to https://github.com/bids-standard/bids-validator
      HTML
      •3•0•0•0•Updated Nov 21, 2019Nov 21, 2019