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This MATLAB script takes activity data obtained from metabolic cages and clusters (k-mean algorithm) the data according to inherent differences in activity levels exhibited between cages. Output provides cluster memberships and cluster diagnostics and descriptive statistics.
Code repository for the "Principles for coding associative memories in a compact neural network" manuscript. Data can be found at the linked osf account.