The Co4 mechanism adds triadic Q-K-V modulation loops before attention, claiming O(N) complexity and much faster learning than standard Transformers on small benchmarks.
Cellular psychology: relating cognition to context-sensitive pyramidal cells,
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Beyond Attention: Toward Machines with Intrinsic Higher Mental States
The Co4 mechanism adds triadic Q-K-V modulation loops before attention, claiming O(N) complexity and much faster learning than standard Transformers on small benchmarks.