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This lecture covers the principles of self-organization in the context of ocular dominance columns (ODC) in the visual cortex. Topics include receptive field development, Oja's Rule, modeling of RFD, and the segregation of LGN input in ODC. The instructor explains the learning process in ODC and how it relates to self-organization.