AI for single-cell neurobiology
Theoretical neuroscience
Machine learning for spike train analyses
Pure ML
Self-assembly, nanoscale simulation, & materials science
AI for single-cell neurobiology
Cell types are the basic building blocks of neuroscience's knowledge. I analyze datasets with single-cell transcription and projection data to be sure we're getting these building blocks right. Ultimately these analyses will serve as connection points to theories of computation.