IEEE

A Sequence Labeling Method for Domain-Specific Named Entity Recognition Based on Pre-Trained Encoding and Fusion Attention

Abstract: Chinese medical texts contain rich clinical information but are highly unstructured, making medical named entity recognition (NER) essential for downstream analysis. Although sequence ...
IEEE

Subject-Specific Parameter Optimization for Event-Driven Encoding of sEMG in Regression-Based Motor Control

Neuroprosthetics aim to restore lost sensorimotor functions by interfacing with the nervous system. Upper-limb myoelectric prostheses that decode surface electromyography (sEMG) signals from the ...
GitHub

Fine-tuning sequence-to-expression models on personal genome and transcriptome data

The code base for our work on improving the performance of sequence-to-expression models for making individual-specific gene expression predictions by fine-tuning them on personal genome and ...
eLife

Linear and categorical coding units in the mouse gustatory cortex drive population dynamics and behavior in taste decision-making

This important work advances our understanding of the single neuron coding types in the mouse gustatory cortex and the functional roles of these neurons for perceptual decision-making. The conclusions ...