On the storage capacity of neural networks with sign-constrained weights
Colin K. Campbell, A Robinson · Journal of Physics A Mathematical and General · 1991
The authors derive the maximal capacity theorem for neural networks with sign constrained weights using a simple geometrical argument and mention its implications for multi-layered networks with sign-constrained weights.