hisunjiang

hisunjiang's Stars

• shap/shap

  A game theoretic approach to explain the output of any machine learning model.

  Language:Jupyter Notebook23k2442.5k3.3k

• kenjihiranabe/The-Art-of-Linear-Algebra

  Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

  Language:PostScript18.1k147142.2k

• NeuroTechX/awesome-bci

  Curated Collection of BCI resources

  1.2k11710245

• mravanelli/SincNet

  SincNet is a neural architecture for efficiently processing raw audio samples.

  Language:Python1.1k33106263

• eeyhsong/EEG-Conformer

  EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.

  Language:Python45644362

• facebookresearch/brainmagick

  Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding speech perception from non-invasive brain recordings" published in Nature Machine Intelligence, 2023.

  Language:Python41115463

• openlists/ElectrophysiologyData

  A list of openly available datasets in (mostly human) electrophysiology.

  39336967

• brainstorm-tools/brainstorm3

  Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology

  Language:MATLAB38531200162

• cheng-haha/ScConv

  🕹️SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy

  Language:Python27932619

• bastibe/Violinplot-Matlab

  Violin Plots for Matlab

  Language:MATLAB2541357103

• raacampbell/shadedErrorBar

  Produce elegant shaded error bars in MATLAB

  Language:MATLAB177122270

• ryanbgriffiths/ICRA2023PaperList

  ICRA2023 Paper List

  1721112

• Lichtso/CCWT

  Complex Continuous Wavelet Transform

  Language:C1566116

• labstreaminglayer/pylsl

  Python bindings (pylsl) for liblsl

  Language:Python142136859

• PrincetonUniversity/magnet

  Open Source Research Platform for Power Magnetics Modeling

  Language:Python64122113

• mhaghighat/dcaFuse

  Feature fusion using Discriminant Correlation Analysis (DCA)

  Language:MATLAB622429

• SeanChenxy/HandAvatar

  Language:Python59264

• yi-ding-cs/EEG-Deformer

  A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BCI)

  Language:Python36403

• BruntonUWBio/HTNet_generalized_decoding

  ECoG/EEG neural network decoder that can generalize to unseen participants and recording modalities. Replicates our published results: https://doi.org/10.1088/1741-2552/abda0b.

  Language:Jupyter Notebook288012

• RicardoDominguez/EEG-analysis

  Process and analyse EEG brain signals using EEGlab

  Language:Matlab24305

• beteje/LFP_Analysis

  MATLAB code for local field potential analysis

  Language:MATLAB17103

• laurafroelich/tensor_classification

  Code for tensor classification.

  Language:MATLAB13373

• mccorsi/FUCONE

  Language:Python11206

• insilico/cncv

  Consensus Nested Cross-Validation

  Language:R7613

• dorahermes/Paper_Hermes_2010_JNeuroMeth

  ECoG electrode localization toolbox

  Language:MATLAB4212

• labstreaminglayer/App-Neuroscan

  Language:C++4721

• bobduin/PRTools

  PRTools for Matlab and Octave

  Language:MATLAB3104

• MultimodalNeuroimagingLab/HAPwave

  Repository for code related to the limbic circuit CCEP analyses

  Language:MATLAB3102

• PLC-TJU/RAVE

  Riemannian geometry-based adaptive boosting and voting ensemble (RAVE)

  Language:MATLAB3100

• jabrantley/NEUROLEG

  MATLAB code for real time EEG-based BMI using Kalman Filter for prediction

  Language:MATLAB21