An efficient two-dimensional systolic array architecture for a multila
yer perceptron neural network is presented. This structure can perform
the weighted sum calculation in only N cycles, for an N x N network.
A new technique is introduced to eliminate the problem of long connect
ing lines in the proposed systolic structure.