Extended Data Fig. 10: Typical high/low scoring grasps with optogenetics.
From: Unsupervised behaviour analysis and magnification (uBAM) using deep learning

Given the classifier that produced Fig. 5b, we score all testing sequences from the same animal and show two typical sequences with high/low classification scores. The positive score indicates that the sequence was predicted as light-on, the negative that it was predicted as light-off. Both sequences are correctly classified as indicated by the ground-truth (‘GT’) and classifier score (‘SVM-Score’). The sequence on the left shows a missed grasp, consistent with a light-on inhibitory behaviour, while the same animal performs a successful grasp in the sequence on the right for the light-off. Obviously, the classifier cannot see the fiber optics, since we cropped this area out before passing it to the classifier. (Details in Supplementary).