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📄 ResearchJune 17, 2026

Attention as Frustrated Synchronization

A network of oscillators that synchronizes perfectly computes nothing further, so an attention architecture built from synchronization must locate its computation in structured departures from agreement. We introduce the Frustrated Synchronization Network (FSN), whose token states are phases on a to...

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Source

http://arxiv.org/abs/2606.18694v1