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Improve assign_labels accuracy and performance#737

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Machuka wants to merge 4 commits intoBindsNET:masterfrom
Machuka:machuka
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Improve assign_labels accuracy and performance#737
Machuka wants to merge 4 commits intoBindsNET:masterfrom
Machuka:machuka

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@Machuka Machuka commented Feb 11, 2026

Resolved a bug where silent neurons defaulted to the first class label. Optimized indexing to prevent unnecessary host-to-device transfers and added robust NaN handling for firing rate proportions.

Resolved a bug where silent neurons defaulted to the first class label. Optimized indexing to prevent unnecessary host-to-device transfers and added robust NaN handling for firing rate proportions.
Reverted variable names to original.
Reverted variable names to original
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