Imaging analysis of neuronal activity

Can we find identify functionally distinct neurons by using clustering and linear regression? Answer: Yes. This approach reveals functionally distinct neuronal classes. See below Notebook or Repository link Repository Link Neuronal imaging

Analysing behavioral data using clustering

Can we use clustering to find meaningful insights when zebrafish are faced with two competing threatening stimuli? Answer: No. This approach does not reveal distinct response types.Clustering is NOT a good approach for this behavioral data.