Automated mapping of virtual environments with visual predictive coding

1 code implementation • 20 Aug 2023 • James Gornet, Matthew Thomson

Here, we demonstrate that predictive coding provides a natural and versatile neural network algorithm for constructing spatial maps using sensory data.

CloudPred: Predicting Patient Phenotypes From Single-cell RNA-seq

no code implementations • 13 Oct 2021 • Bryan He, Matthew Thomson, Meena Subramaniam, Richard Perez, Chun Jimmie Ye, James Zou

Predicting phenotype from scRNA-seq is challenging for standard machine learning methods -- the number of cells measured can vary by orders of magnitude across individuals and the cell populations are also highly heterogeneous.

Interpretable Machine Learning