embneural Goto Github PK

bci-challenge-ner-2015

Code and documentation for the winning solution to the BCI Challenge @ NER 2015 : https://www.kaggle.com/c/inria-bci-challenge

bendr

bi-lstm-crf

A PyTorch implementation of the BI-LSTM-CRF model.

deep-bci

An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning

embneural.github.io

model-soups

p300-cnnt

1D Convolutional Neural Networks for P300 detection from EEG signals

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

recognition-algorithms-for-p300-based-brain-computer-interface.

Spatial-Temporal Discriminant Analysis (STDA), Shrinkage Linear discriminant analysis (SKLDA), Hierarchical discriminant component analysis (HDCA), Sliding-HDCA, Discriminative Canonical Pattern Matching (DCPM)

sota-of-p300-detection-in-bci-competitions-ii-iii

Cascade xDAWN EEGNet for ERP detection

temperature_scaling

A simple way to calibrate your neural network.

tsne-cuda

GPU Accelerated t-SNE for CUDA with Python bindings

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch