A theory of multineuronal dimensionality , dynamics and 1 measurement 2

19 In many experiments, neuroscientists tightly control behavior, record many trials, and obtain trial-averaged 20 firing rates from hundreds of neurons in circuits containing billions of behaviorally relevant neurons. Di21 mensionality reduction methods reveal a striking simplicity underlying such multi-neuronal data: they can 22 be reduced to a low… (More)