Yuru Song

Parallel Synapses with Transmission Nonlinearities Enhance Neuronal Classification Capacity

This paper shows that neurons with multiple nonlinear synapses can classify data better than a Perceptron and improve test accuracy in MNIST classification.

Cell-type-specific transposable element demethylation and TAD remodeling in the aging mouse brain

The paper maps epigenetic and spatial transcriptomic changes in aging mouse brain using single-cell multi-omic data and develops deep-learning models to predict age-related gene expression changes.

Predictive Coding Models for Pain Perception

This paper develops predictive coding models to study pain perception by analyzing neural activity in rats, revealing insights into how expectation and chronic pain influence neural dynamics.