6-8 ANN units suffice to emulate one biological neuron in practice, researcher says

aran_nayebi · x · 2026-10-04

Responding to a common misconception, NeuroAI researcher Aran Nayebi notes the past decade of research disproves the idea that artificial neurons are vastly weaker than biological ones: in practice, c = 6-8 ANN units suffice to emulate a single biological neuron, while in principle 2 ANN units are universal approximators.

He adds this is why his team maps c artificial neurons to 1 biological neuron with a small constant c when doing model-brain regressions.

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