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Single Layer Feedforward Networks

• The input units are set and then activation is propagated through the network until the values of the output units are determined.

• The network acts as a vector valued function taking one vector on the input and returning another vector on the output.

• For example, the inputs might represent the characteristics of a gang member and the output might be a prediction of the gang to which that person belongs.