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Hierarchical SFA network. Schematic overview of the network as it is used in RatLab: three layers of nodes performing the SFA algorithm extract increasingly more abstract information from the visual data stream generated by the software. A final node implementing sparse coding via independent component analysis (ICA) translates the raw SFA output into place cell activity.
