Bayesian Factor model

Models and Methods with Applications in Neuroscience

A single neuron may encode information by fluctuating between two stimuli from trials to trials, or present a ’time division multiplexing’ within a trial. Such turn-taking activities presented by individuals are shown to present a coordination pattern in neural population. We aim to develop statistical methods and models to explore how neuron population coordinate to preserve multiple simultaneously presented stimuli.