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The SQHN is compared to the modern Hopfield network (MHN)44,45. We compare to the MHN of ref. 45, in particular, because it is the most similar architecturally to SQHN, and has a very high capacity relative to other MHNs45. The one-layer model performs recall as: $${x}_{{{\mat...