Sure, but the neural activity is actually low-dimensional (see Extended Fig 5e). By day 4, the first two principal components of the neural activity explains 75

Sure, but the neural activity is actually low-dimensional (see Extended Fig 5e). By day 4, the first two principal components of the neural activity explains 75% of the variance in response. ~3-4 dimensions is not particularly high dimensional.