
BrainAlignNet
Deep neural network for registering calcium images of C. elegans's nervous system.
I am an incoming Ph.D. student at MIT in the Department of Brain and Cognitive Sciences. I received my B.S. from Harvey Mudd College in Claremont, California, with double majors in Physics and a joint major in Mathematics and Computer Science. I completed my humanities concentration in Philosophy.
Deep neural network for registering calcium images of C. elegans's nervous system.
Design customized ANN models to probe how C. elegans neural dynamics correlate with behavior.
A distributed NMF based on stochastic gradient descent to reconstruct fluorescent cell components, their activity traces, and the background of where the cells locate.
Analyze Electron Microscopy images of Drosophila brain synapses to identify significant differences in ultra-structural features among classical neurotransmitter types.
I love writing! Usually, I document my thoughts in private journals, but I'm trying to share them more publicly on Substack: Dancing Dynamics .