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ssvep

Maze game controlled by SSVEP data( with OpenBCI )

ssvep-1

Play Maze using SSVEG

ssvep-bci-oculus

SSVEP BCI using the Oculus DK2 HMD

ssvep-bci-openbci

A Single-Channel Consumer-Grade EEG Device for Brain-Computer Interface: Enhancing Detection of SSVEP and Its Amplitude Modulation (IEEE Sensors Journal)

ssvep-detection

CCA, CSP+SVM, MEC

ssvep-multi-task-learning

Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.

ssvep-neural-generative-models

Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification

ssvep-signal-processing

signal processing algorithms used in SSVEP-related research

ssvep_cnn

convolutional neural networks for identifying SSVEPs lol

ssvep_stimuli

Code to accompany our International Conference on Robotics and Automation (ICRA) paper entitled - Using variable natural environment brain-computer interface stimuli for real-time humanoid robot navigation.

subject-invariant-ssvep-gan

Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI.

sustained-attention-to-response-task

A Python version of the Sustained Attention to Response Task (SART) as detailed by Robertson et al. (1997).

td3-pytorch-bipedalwalker-v2

Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment

td3_pytorch

♊ Minimal PyTorch Twin Delayed DDPG (TD3) implementation

tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

text-classification-using-cnn

Implementation of CNN for Text Classification

text_classification

all kinds of text classification models and more with deep learning

text_classification-1

Text Classification Algorithms: A Survey

thesis-experiment-1

Alpha Neurofeedback Experiment

time_series_augmentation

An example of time series augmentation methods with Keras

timeflux_ssvep

tinysleepnet

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

tinysleepnet-pytorch

An simple reproduce of TinySleepNet with some improvements

torcheeg

TorchEEG is a library built on PyTorch for EEG signal analysis.

trailnapalarm

PSU ECE Capstone Project 23, 2021/2022: Automated Sleep Monitor and Trail Nap Alarm

transsleep

A source code for deep learning-based autonomous sleep staging.

trca-ssvep

Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed brain-computer interface (BCI).

tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

tsleep

Automated Sleep Stage Scoring using Deep Learing

u-time

U-Time: A Fully Convolutional Network for Time Series Segmentation