Pinned Repositories
cleanEEGNet
Official implementation of "Towards a Domain-specific Neural Network Approach for EEG Bad Channel Detection", V.P. Kumaravel*, F. Paissan*, E. Farella
cuttingGardens2023_NEAR_Pipeline
The repository contains the tutorial files presented in the CuttingGardens 2023 Conference held in Genova, Italy.
detect_noisy_MEG_sensors
MNE-python based MEG bad sensors/channels detection
detectbadchannelLOF
The repository contains the EEGLAB plugin to detect and remove EEG bad channels using the Local Outlier Factor (LOF) algorithm. It is a part of the Newborn EEG Artifact Removal (NEAR) pipeline.
dsday2021_poster
Research Poster presented for the PhD Day at Center for Mind/Brain Sciences, Trento, Italy. Jan 2021.
EEG_BadChannelDetection
State-of-the-art traditional methods to detect and remove bad channels in scalp EEG using EEGLAB
minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
NEAR
NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.
sincNet_denoise
ssvep_cca
Python code explaining why Canonical Correlation Analysis (CCA) works in detecting Steady State Visually Evoked Potentials (SSVEP).
vpKumaravel's Repositories
vpKumaravel/NEAR
NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.
vpKumaravel/detectbadchannelLOF
The repository contains the EEGLAB plugin to detect and remove EEG bad channels using the Local Outlier Factor (LOF) algorithm. It is a part of the Newborn EEG Artifact Removal (NEAR) pipeline.
vpKumaravel/ssvep_cca
Python code explaining why Canonical Correlation Analysis (CCA) works in detecting Steady State Visually Evoked Potentials (SSVEP).
vpKumaravel/cleanEEGNet
Official implementation of "Towards a Domain-specific Neural Network Approach for EEG Bad Channel Detection", V.P. Kumaravel*, F. Paissan*, E. Farella
vpKumaravel/cuttingGardens2023_NEAR_Pipeline
The repository contains the tutorial files presented in the CuttingGardens 2023 Conference held in Genova, Italy.
vpKumaravel/detect_noisy_MEG_sensors
MNE-python based MEG bad sensors/channels detection
vpKumaravel/dsday2021_poster
Research Poster presented for the PhD Day at Center for Mind/Brain Sciences, Trento, Italy. Jan 2021.
vpKumaravel/EEG_BadChannelDetection
State-of-the-art traditional methods to detect and remove bad channels in scalp EEG using EEGLAB
vpKumaravel/minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
vpKumaravel/sincNet_denoise
vpKumaravel/ML-intro-notes
@book{Kubat2015, title = {An Introduction to Machine Learning}, ISBN = {9783319200101}, url = {http://dx.doi.org/10.1007/978-3-319-20010-1}, DOI = {10.1007/978-3-319-20010-1}, publisher = {Springer International Publishing}, author = {Kubat, Miroslav}, year = {2015} }
vpKumaravel/mne-python
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
vpKumaravel/python-meegkit
🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python
vpKumaravel/reviewing-a-pull-request
vpKumaravel/starter-hugo-academic
vpKumaravel/vpkumaravel.github.io
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