Depth scalability limitations in logic gate networks; optimization collapse and topology-induced constraints persist beyond training improvements
Read the original at arxiv.org→arXiv:2607.21633v1 Announce Type: new Abstract: Logic Gate Networks (LGNs) implement computation through compositions of Boolean operations, yet unlike classical Boolean circuits, existing LGNs do not reliably...
Original headline: "On the Depth Scalability of Logic Gate Networks"
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- Jul 27, 04:00 UTC arXiv cs.LG lead source On the Depth Scalability of Logic Gate Networks