Neural Networks Are Already Clean

Automated excerpt

Fewer neurons make generalizing neurons coarser, never fractured. We don’t see anything like clean curve neurons! Edge motif 0: usage–damage correlation -0. 369; mean top-usage margin drop -0. 163 logitsEdge motif 1: usage–damage correlation 0. 045; mean top-usage margin drop 0. 397 logitsEdge motif 2: usage–damage correlation 0. 480; mean top-usage margin drop 1. 593 logitsEdge motif 3: usage–damage correlation 0. 269; mean top-usage margin drop 0. 167 logitsEdge motif 4: usage–damage correlation 0. 800; mean top-usage margin drop 2. 509 logitsEdge motif 5: usage–damage correlation 0. 556; mean top-usage margin drop 1. 672 logitsEdge motif 6: usage–damage correlation 0.

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