Code for paper "MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification"

Explainable vision transformer for automatic visual sleep staging on multimodal PSG signals

This is the official implementation of ESWA - A bidirectional cross-modal transformer representation learning model for EEG-fNIRS multimodal affective BCI

source-free unsupervised individual domain adaptation

This repository contains the data and code used for the detection of epileptic seizures using Graph Neural Network (GNN) models. The dataset has been pre-processed into graph structures, with adjac…

Training and inference code for ShEPhERD: Diffusing shape, electrostatics, and pharmacophores for bioisosteric drug design

Official code base for NeuroClips

tnnls期刊

XAI methods analysis for Parkinson's Detection from speech.

[NeurIPS 2024] PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications

Official code repository for the paper 'EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals' [NIPS 2024].

Improvements and experiments surrounding the SPDTransNet model

How the Predictors of Math Achievement Change over Time: A Longitudinal Machine Learning Approach

MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding

This is the official code release for OPERA: OPEn Respiratory Acoustic foundation models

Code for paper: Seeing Helps Hearing: A Multi-modal Dataset and a Mamba-based Dual Branch Parallel Network for Auditory Attention Decoding

时序预测借鉴图像模型

Neural network for MI-EEG decoding

Coupled generator decomposition for fusion of multimodal or multigroup data