3 papers
cs.HC2025
SPECTRE: Spectral Pre-training Embeddings with Cylindrical Temporal Rotary Position Encoding for Fine-Grained sEMG-Based Movement Decoding
Zihan Weng, Chanlin Yi, Pouya Bashivan +6
Decoding fine-grained movement from non-invasive surface Electromyography (sEMG) is a challenge for prosthetic control due to signal non-stationarity and low signal-to-noise ratios…
q-bio.NC2025
Multi-Site rs-fMRI Domain Alignment for Autism Spectrum Disorder Auxiliary Diagnosis Based on Hyperbolic Space
Yiqian Luo, Qiurong Chen, Fali Li +2
Increasing the volume of training data can enable the auxiliary diagnostic algorithms for Autism Spectrum Disorder (ASD) to learn more accurate and stable models. However, due to t…
q-bio.NC2025
Hierarchical feature extraction on functional brain networks for autism spectrum disorder identification with resting-state fMRI data
Yiqian Luo, Qiurong Chen, Fali Li +3
Autism Spectrum Disorder (ASD) is a pervasive developmental disorder of the central nervous system, primarily manifesting in childhood. It is characterized by atypical and repetiti…