IEEE

FMEFF Mechanism: A FastDTW-Based Music-EEG Feature Fusion Approach for Identifying Enjoyment Levels in Music Therapy

Abstract: Research indicates that individuals who experience greater music enjoyment exhibit stronger brain–music synchronization, which is positively correlated with improved therapeutic outcomes in ...
IEEE

WavTSK: An Interpretable Fuzzy Network With Learnable Wavelet-Based Feature Extraction for Motor Imagery EEG Decoding

Abstract: Decoding motor imagery (MI) from electroencephalogram (EEG) signals is a cornerstone of brain–computer interface (BCI) systems. However, existing methods often face a critical tradeoff ...
GitHub

Ivoris Daily Extraction Pipeline

Anforderung: Wenn User einen Karteikarteneintrag machen, soll täglich ein Update/Datenübertrag vorgenommen werden. Build a daily extraction pipeline for Ivoris dental practice management system. When ...
Frontiers

Exploring physical and functional EEG connectivity with multilayer graph transformer convolutional networks for emotion recognition

1 School of Automation, Nanjing University of Science and Technology, Nanjing, Jiangsu, China 2 School of Engineering, University of Birmingham, Birmingham, United Kingdom Electroencephalogram ...
Frontiers

AMANet: a data-augmented multi-scale temporal attention convolutional network for motor imagery classification

1 School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, China 2 School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China ...
GitHub

A compact Python project for building retrieval-augmented generation (RAG) flows and producing agentic reports. It includes utilities for data extraction, transformation ...

Below are small examples and expected outputs to help you get started. Replace the commands with python if your environment maps python to Python 3. Run the app and check the start-up logs ...