Synaptic weights adapt to recognize objects

The network shown is a model of vision with an architecture similar to the organization of the brain’s ventral visual pathway, used to recognize visual objects. Like most neural models, it learns about its subject matter by modifying the strength the connection between units (the smallest boxes in the figure).