Pinned Repositories
Automated-EEG-Cleaning-Pipeline
Automated pipeline for the batch processing of EEG datasets that filters and removes noisy channels and EOG, EMG, and EKG artifacts, as well as extracts spectral characteristics from all channels.
cmorlet-tensorflow
A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.
dynamic-spatial-filtering
Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021
entropy_calculator
This program calculates sample entropy.
TinyUStaging
Sleep Staging
wsc-data-dictionary
Wisconsin Sleep Cohort data dictionary on NSRR
-ECG-WAVEFORM-ANALYSIS-WITH-WFDB
ECG Data Processing with WFDB
adaptfilt
Adaptive filtering module for Python
Adaptive-Filter-ECG
Adaptive Filter for removing power noise from ECG signal
afwizard
Adaptive Filtering Wizard
mobilemodem's Repositories
mobilemodem/socat-1.8.0.1_for_Windows
socat 1.8.0.1-x86_64 [2024-08-24] for Windows 7, 10 & 11. socat is a relay for bidirectional data transfer between two independent data channels.
mobilemodem/brainflow
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
mobilemodem/EEGDnet
This is the code for EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer
mobilemodem/SerialTool
A cross platform Serial-Port/TCP/UDP debugging tool.
mobilemodem/esphome
ESPHome is a system to control your ESP8266/ESP32 by simple yet powerful configuration files and control them remotely through Home Automation systems.
mobilemodem/cassandana
Cassandana :: MQTT Message Broker
mobilemodem/DeepCAD
mobilemodem/DS-DDPM
Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals
mobilemodem/EEG-Transformer
i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.
mobilemodem/NeuroKit
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
mobilemodem/tftb
A Python module for time-frequency analysis
mobilemodem/afwizard
Adaptive Filtering Wizard
mobilemodem/YouTube-Blog
Codes to complement YouTube videos and blog posts on Medium.
mobilemodem/Adaptive-Filter-ECG
Adaptive Filter for removing power noise from ECG signal
mobilemodem/Automated-EEG-Cleaning-Pipeline
Automated pipeline for the batch processing of EEG datasets that filters and removes noisy channels and EOG, EMG, and EKG artifacts, as well as extracts spectral characteristics from all channels.
mobilemodem/U-Time
U-Time: A Fully Convolutional Network for Time Series Segmentation
mobilemodem/ica
Independent component analysis
mobilemodem/fast_matched_filter
An efficient seismic matched-filter search for both CPU and GPU architectures.
mobilemodem/Efficient-CNN-BiLSTM-for-Network-IDS
CNN-BiLSTM
mobilemodem/MESS
Matched filter earthquake detector with GPU acceleration and hypoDD interface
mobilemodem/dreamento
Dreamento (DReam ENgenieering TOolbox): a Python-based software for dream engineering while monitoring/analyzing real-time EEG data.
mobilemodem/REST
Code accompanying our WWW 2020 paper
mobilemodem/dreem-learning-open
Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"
mobilemodem/py-ecg-detectors
Popular ECG R peak detectors written in python
mobilemodem/Ubi-SleepNet
Three-stage sleep classification
mobilemodem/TinyUStaging
Sleep Staging
mobilemodem/Respiration-Rate-from-ECG
mobilemodem/heartrate_analysis_python
Python Heart Rate Analysis Package, for both PPG and ECG signals
mobilemodem/ecg
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
mobilemodem/wfdb-python
Native Python WFDB package