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cs.CV 1

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2026 1

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Silicon Aware Neural Networks

cs.CV · 2026-04-21 · unverdicted · novelty 7.0

Maps differentiable logic-gate networks to CMOS silicon via netlist conversion and area-minimizing loss, with first simulated 130nm hard-macro achieving 97% MNIST accuracy at 41.8M inferences/sec and 83.88mW.

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  • Silicon Aware Neural Networks cs.CV · 2026-04-21 · unverdicted · none · ref 9

    Maps differentiable logic-gate networks to CMOS silicon via netlist conversion and area-minimizing loss, with first simulated 130nm hard-macro achieving 97% MNIST accuracy at 41.8M inferences/sec and 83.88mW.