Storage of correlated patterns in a perceptron

B. Lopez, M. Schroeder, M. Opper

We calculate the storage capacity of a perceptron for correlated gaussian patterns. We find that the storage capacity ${\alpha }_c$ can be less than 2 if similar patterns are mapped onto d…