Chi Chung Alan Fung

Utilizing data imbalance to enhance compound-protein interaction prediction models

This paper introduces FilmCPI, a sequence-based model that leverages data imbalance to improve compound-protein interaction prediction, showing better performance and generalization across datasets.

Dual roles of idling moments in past and future memories

The paper shows that in mice, preconfigured engram cell ensembles during sleep correlate with learning, and postlearning synaptic changes prepare for new memories.

Synaptic Competition Enhances the Discrimination of Interfering Memories

This study links synaptic competition to pattern separation, showing that competition-based learning outperforms backpropagation in small sample sizes.

Astrocyte GluN2C NMDA receptors control basal synaptic strengths of hippocampal CA1 pyramidal neurons in the stratum radiatum

This study identifies astrocyte GluN2C NMDARs as regulators of basal synaptic strength distribution in hippocampal CA1 pyramidal neurons, specifically in stratum radiatum inputs.

Future state prediction errors guide active avoidance behavior by adult zebrafish.

This study shows adult zebrafish use future state prediction errors to guide active avoidance behavior in a virtual reality setup.