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M. Hashemi

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#artificial intelligence Preprint Nov 2026

Clocks all the way down: does sequence-processing AI need endogenous temporal structure?

Mainstream sequence-processing AI is temporally reactive: each update is driven by input and learned state transitions, rather than by an independently evolving internal temporal reference. Biological brains, by contrast, continuously generate rhythmic activity that structures perception, memory, and cognition, and thi...

M. Hashemi, Alireza Valizadeh, V. Jirsa · 0 citations

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