Chengyu Li

This paper presents a dataset of neural and kinematic recordings from a macaque performing complex hand-object interactions, showing variation in decoding performance across algorithms and channel availability.

BCIJelly provides a unified ecosystem for BCI research, standardizing data, integrating decoders, and enabling efficient deployment on neuromorphic hardware.

The paper identifies a hierarchical neural geometry in prefrontal cortex that supports multitask behavior by organizing spatial information across subtasks and meta-tasks.

The paper maps cis-regulatory elements in the macaque cortex using snATAC-seq and links them to disease-related genes and risk SNPs.

This paper introduces MindSight, a deep learning algorithm for cortical electrical stimulation to improve visual restoration, showing better performance in visual perception tasks with macaque monkeys.

The paper identifies hierarchical replay of cross-region spiking motifs during working memory tasks in mice, revealing their role in maintaining perceptual memory.

This study creates a single-cell spatial transcriptomic atlas of the human cortex, revealing gene expression patterns, aging effects, and disease associations across layers and species.

This paper introduces Meta-AlignNN, a meta-learning framework that improves BCI stability across subjects, time, and tasks by leveraging neural population dynamics consistency.

The paper constructs a multimodal brain cell atlas of adult macaques across their lifespan, revealing aging-related molecular changes and identifying aging hotspots and regulatory loci.

This paper develops a method to map single-cell neuronal projections and transcriptomes, revealing molecular heterogeneity in projection-defined neurons.

The paper identifies distinct neural dynamics in the frontal cortex during short-term memory tasks, showing that forgetting errors arise from attractor transitions while lack of cognitive control leads to dissociation during memory retention.

This study shows that prefrontal cortex projections to insular cortex modulate functional connectivity and coding ability to support short-term memory in mice.

This study shows that timing of dopamine release from VTA to mPFC during specific delay periods modulates working memory performance in mice.

This study shows that the anterior piriform cortex actively maintains odor information during working memory delay periods in mice, even when performing a distracting task.

The paper investigates how a cortico-basal ganglia-thalamus loop processes sensory and decision-related information during learning in mice.

This paper introduces HATS, a high-throughput system for training head-fixed mice in odor-based cognitive tasks, enabling efficient behavioral assays with minimal human intervention.