In such larger networks, we call the step function units the perceptron units in multi-layer networks. As with individual perceptrons, multi-layer networks can be used for learning tasks. However, the ...

“Multi-layer perceptron comes under the nonlinear arrangement, i.e., the nonlinear complex data is acceptable for the computation process. Each layer is interlinked with existing hidden units.