wozu-dichter Goto Github PK

senior-project

Initial code for a sleep state classifier

sleep-stage-scoring-multiconvsleepnet

sleep-stages-classification-papers

A list of papers for sleep stages classification using machine learning/deep learning.

sleep_eeg_master_thesis

sleepeegnet

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

sleepeegnet_in_tensorflow2

sleepstagecnn

Interpreting the Filters in the First Layer of a Convolutional Neural Network for Sleep Stage Classification

sleepstages

ssccoorriinngg

Automatic sleep scoring algorithms for headband wearables

ssl-torch

sst-emotionnet

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

thesis-experiment-1

Alpha Neurofeedback Experiment

time_series_augmentation

An example of time series augmentation methods with Keras

timeflux_ssvep