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/antropy
AntroPy: entropy and complexity of (EEG) time-series in Python
wozu-dichter/Attention-based-deep-learning
wozu-dichter/audio_feature_analysis
Audio/music feature extraction using Librosa in Python
wozu-dichter/automatic_alignement
Automatic alignment (Audio/Score-Audio) for precise performance analysis of symphonic recordings
wozu-dichter/brain_wave
wozu-dichter/cv-baseline
This is repo for computer vision baseline models
wozu-dichter/DeepRL_EmotionRecognition_UsingEEGsignals
EEG-based Emotion Recognition using Deep Reinforcement Learning
wozu-dichter/ECML-PKDD_MMCNN
MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification
wozu-dichter/EEG-NN-Project
wozu-dichter/eeg_unicorn_basics
Repository showing the basics to register, plot and create a first database with the Unicorn Hybrid Black EEG recorder in python.
wozu-dichter/Inception-InceptionResNet-SEInception-SEInceptionResNet-1D-2D-Tensorflow-Keras
Models Supported: Inception [v1, v2, v3, v4], SE-Inception, Inception_ResNet [v1, v2], SE-Inception_ResNet (1D and 2D version with DEMO for Classification and Regression)
wozu-dichter/know_your_mind
Codes and datasets for paper: Adaptive Brain Signal Classification with Reinforced Attentive Convolutional Neural Networks.
wozu-dichter/listenerSleep
hackathon project
wozu-dichter/Machine-Learning-is-ALL-You-Need
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
wozu-dichter/MASCOT-PA
wozu-dichter/ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
wozu-dichter/Poem_Generator_LSTM_NLP
The Ultimate Guide for Text Generation and Summarization by Predicting the Next Set of Words using LSTM.
wozu-dichter/py_games
wozu-dichter/pygame
pygame (the library) is a Free and Open Source python programming language library for making multimedia applications like games built on top of the excellent SDL library. C, Python, Native, OpenGL.
wozu-dichter/python_plot_utils
A simple code for plotting figure, colorbar, and cropping with python
wozu-dichter/Reinforcement_learning_with_pytorch
Implement some algorithms of RL
wozu-dichter/ResNet-ResNetV2-SEResNet-ResNeXt-SEResNeXt-1D-2D-Tensorflow-Keras
Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Classification and Regression).
wozu-dichter/RL-Gym-PyTorch
Implement RL algorithms in PyTorch and test on Gym environments.
wozu-dichter/sleep-stage-scoring-multiConvSleepNet
wozu-dichter/TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
wozu-dichter/time_series_augmentation
An example of time series augmentation methods with Keras
wozu-dichter/TinySleepNet-pytorch
An simple reproduce of TinySleepNet with some improvements
wozu-dichter/TransSleep
A source code for deep learning-based autonomous sleep staging.
wozu-dichter/wolpertinger_ddpg_torch
Orignal repo doesn't run by default so I added couple minor modification
wozu-dichter/yasa_classifier
Notebooks for training the classifier of YASA sleep staging