wozu-dichter
BEng in Hydrology and Water Resources & MSc in Psychology. Always looking for PhD opportunity in the interdisciplinary area between AI and neuroscience...
Pinned Repositories
1D_Resnet_CBAM_LSTM
A-Compact-and-Interpretable-Convolutional-Neural-Network-for-Single-Channel-EEG
In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (CAM) method for visualization. Results show that the model not only has a high accuracy but also learns biologically explainable features, e.g., Alpha spindles and Theta burst, as evidence for the drowsy state.
A7_LacourseSpindleDetector
A7 Spindle Detector described by Lacourse et al. 2018
AI-Toolbox
Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas
ANLffr
A set of tools to analyze and interpret auditory steady-state responses, particularly the subcortical kind commonly known as frequency-following responses (FFRs).
ANT_project
antropy
AntroPy: entropy and complexity of (EEG) time-series in Python
APNEA_Project
EEG-SSVEP
Project with Tsinghua University Department of Biomedical Engineering
SSVEP-detection
CCA, CSP+SVM, MEC
wozu-dichter's Repositories
wozu-dichter/ANT_project
wozu-dichter/arl-eegmodels
This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
wozu-dichter/Attention-EEG
wozu-dichter/Biosignal-Emotions-BHS-2020
wozu-dichter/BIpy
wozu-dichter/BluegrassWorkingMemory
A setup to evaluate working memory using EEG signals
wozu-dichter/braindecode-1
Deep learning software to decode EEG or MEG signals
wozu-dichter/capstone-2020-2
FBI: Facial expression & brainwave signals based emotion recognition and analysis web service
wozu-dichter/eeg_analysis
wozu-dichter/emotion_classification
wozu-dichter/fernando-pessoa
Classificador de poemas do Fernando Pessoa de acordo com os seus heterônimos
wozu-dichter/Keras-TextClassification
中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
wozu-dichter/MastersThesis
My thesis tex stuff
wozu-dichter/MGMADS
wozu-dichter/Milo
wozu-dichter/MindLink-Explorer
MindLink is an open source system which combines EEG and facial expressions to classify emotions of human. This is a project lunched by MindLink-Exploring developers.
wozu-dichter/MindPatterning
Code for my long term 'Mind Patterning' project, will read brain EEG data from a headset and then train a TensorFlow model on the data to recognise different states of mind.
wozu-dichter/mitm
repository for machine_in_the_middle
wozu-dichter/mml-book-chinese
《Mathematics For Machine Learning》机器学习中的数学 中文版
wozu-dichter/NeuroTechX-McGill-2019
A wheelchair controlled by EEG brain signals and enhanced with assisted driving
wozu-dichter/Open-BCI-Drone-Control
wozu-dichter/PSG_signalProcPipeline
wozu-dichter/PsychoPy
Stimulation Program
wozu-dichter/PyProject
learn to python
wozu-dichter/python-gcpds.filters
https://gcpds.readthedocs.io/projects/filters
wozu-dichter/python-scientific
Quick guide and tutorial to scientific data python programming
wozu-dichter/SleepEEGNet
SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
wozu-dichter/sleepstages
wozu-dichter/SST-EmotionNet
wozu-dichter/TD3_PyTorch
♊ Minimal PyTorch Twin Delayed DDPG (TD3) implementation