Jedediah M. Singer

Single-neuron encoding of rapidly learned visual information reshapes human perception

The paper shows that single-neuron activity in occipital and medial temporal lobe regions encodes newly learned visual information, reshaping perception after rapid learning.

Comparison and evaluation of data-driven protein stability prediction models

The paper evaluates data-driven protein stability prediction models using a new dataset of synthetic proteins, finding that large embedding models perform best.

Prediction of Whole-Cell Transcriptional Response with Machine Learning

The paper introduces a machine learning model to predict whole-cell transcriptional responses to combinations of perturbations using data from single inducers.

Improved data sets and evaluation methods for the automatic prediction of DNA-binding proteins

The paper introduces improved datasets and evaluation methods for DNA-binding protein prediction, showing that a gradient boosting model and a BLAST-based baseline outperform previous methods.