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/EEG-SSVEP
Project with Tsinghua University Department of Biomedical Engineering
wozu-dichter/Attention_Collection_Experiment
This is a project to help collect the EEG data of each subject
wozu-dichter/BCI-1
wozu-dichter/bci-2
wozu-dichter/BCI-4-ALS
BCI-4-ALS python scripts
wozu-dichter/Brain-Waves-Extraction-by-DWT-and-Classification-of-Attention-Machine-Learning
Brain waves (Alpha, Beta, Gamma, Delta, Theta) are extracted by discrete wavelet transform and the machine learning algorithms are used for the detection of attention level.
wozu-dichter/BrainPad
Classification of EEG signals form the brain through OpenBCI hardware and Tensorflow-Keras API
wozu-dichter/BrainViz
Analyzes live brain activity to control a video game through your emotions, eye blinking and head movements.
wozu-dichter/bramu
Artistic project using Python, OSC and EEGs
wozu-dichter/Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
wozu-dichter/deeplearning_ai_books
deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
wozu-dichter/EEG-connectome-analysis
Analyzing Electroencephalogram (EEG) connectome for MedAI.
wozu-dichter/engagement_detection_emotion_recognition
This repository contains all of the code I wrote and used for my Master's thesis study: Engagement Detection and Emotion Recognition Algorithms as Inputs to a Reward Function for Children With and Without Clinical Motor Impairments
wozu-dichter/Few-Shot-Learning
Text Classification using Few-Shot Learning with few labeled examples.
wozu-dichter/Keras-Attention
这个仓库主要包含了LSTM、卷积神经网络中,注意力机制的实现。
wozu-dichter/Lucid-Dream-BCI
The repository regarding to codes of Lucid Dream BCI Project
wozu-dichter/master-thesis-cybathlon
Master thesis subject: Leveraging Deep Learning for Real-time EEG Classification at Cybathlon's BCI-race
wozu-dichter/MedicalAI
Medical AI
wozu-dichter/Mind_over_Music
Code for the paper 'A Novel Approach to EEG Neurofeedback via Reinforcement Learning' (Presented at IEEE Sensors 2020).
wozu-dichter/NeurotechX2021
Real-time Confusion Detector BCI
wozu-dichter/P300-CNNT
1D Convolutional Neural Networks for P300 detection from EEG signals
wozu-dichter/PBCI
wozu-dichter/pymindaffectBCI
Python SDK for high performance on-line Brain Computer Interface development.
wozu-dichter/ReadingComprehension
wozu-dichter/RPT-detector-for-SSVEP-detection
wozu-dichter/SelectionFromWorkingMemory
Behavioral and custom analysis functions supporting Panichello and Buschman, 2021.
wozu-dichter/ssl-torch
wozu-dichter/SSVEP-signal-processing
signal processing algorithms used in SSVEP-related research
wozu-dichter/VERA
Virtual Environment Recording Attention
wozu-dichter/visbrain
A multi-purpose GPU-accelerated open-source suite for brain data visualization