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Neural Computation

January 1995, Vol. 7, No. 1, Pages 173-181
(doi: 10.1162/neco.1995.7.1.173)
© 1995 Massachusetts Institute of Technology
Arithmetic Perceptrons
Article PDF (1.34 MB)
Abstract

A feedforward layered neural network (perceptron) with one hidden layer, which adds two N-bit binary numbers is constructed. The set of synaptic strengths and thresholds is obtained exactly for different architectures of the network and for arbitrary N. These structures can be easily generalized to perform more complicated arithmetic operations (like subtraction).