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Improve assign_labels accuracy and performance#737

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Hananel-Hazan merged 6 commits into
BindsNET:masterfrom
Machuka:machuka
Jun 14, 2026
Merged

Improve assign_labels accuracy and performance#737
Hananel-Hazan merged 6 commits into
BindsNET:masterfrom
Machuka:machuka

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@Machuka

@Machuka Machuka commented Feb 11, 2026

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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
@Hananel-Hazan Hananel-Hazan mentioned this pull request Feb 12, 2026
Machuka and others added 2 commits February 18, 2026 19:24
Switched from '-1' sentinel value for silent neurons to randomly assigned labels. Also added noise for random tie-breaking in neuron assignments.
@Hananel-Hazan Hananel-Hazan merged commit eb62df6 into BindsNET:master Jun 14, 2026
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2 participants