Maximum Storage Capacity in Neural Networks

The upper storage capacity of a neural network for patterns of fixed magnetization m is calculated. The optimal capacity increases with the correlation m 2 between the patterns.

# Neural Networks and Applications # Computer Science # Theoretical and Computational Physics # Physics and Astronomy # Neural dynamics and brain function # Neuroscience

E Gardner (1987). "Maximum Storage Capacity in Neural Networks". Europhysics Letters (EPL). https://doi.org/10.1209/0295-5075/4/4/016