On the Size of Weights for McCulloch-Pitts Neurons
The maximum absolute value of integral weights sufficient to represent
any linearly separable Boolean function is investigated. It is shown that
upper bounds exhibited by Muroga (1971) for rational weights satisfying
the so-called normalized system of inequalities also hold for integral
weights. This improves previously known upper bounds.