WhACC, a two-stage ResNet50V2 and LightGBM classifier with engineered temporal features, matches expert human whisker-touch labeling and reduces curation effort by over 98%.
Low-noise encoding of active touch by layer 4 in the somatosensory cortex
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WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance
WhACC, a two-stage ResNet50V2 and LightGBM classifier with engineered temporal features, matches expert human whisker-touch labeling and reduces curation effort by over 98%.