I'm more and more convinced that low-dimensional manifolds in the brain are just an artifact of the experimental designs and analyses we use...
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Blake Richards
Dimensionality reduction may be the wrong approach to understanding neural representations. Our new paper shows that across human visual cortex, dimensionality is unbounded and scales with dataset size—we show this across nearly four orders of magnitude. journals.plos.org/ploscompbiol...