Linear Units

A linear unit is a unit with a linear PSP function. The unit's activation level is the weighted sum of its inputs minus the threshold - also known as a dot product or linear combination. The characteristic unit type of multilayer perceptrons. Despite the name, a linear unit may have a nonlinear activation function. See also, Neural Networks and STATISTICA Automated Neural Networks.