The phase of cortical activity, measured in the gray matter, is organized at multiple spatial scales, with the largest scales explaining most variance in phase at a given temporal frequency.

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TriadicGPT is a 40M-parameter GPT that learns discrete prime-factor signatures alongside standard next-token prediction. A lightweight triadic projection head maps each token's hidden state to a ...