Soft Diamond Regularizers for Deep Learning

Olaoluwa Adigun, Bart Kosko

This chapter presents the new family of soft diamond synaptic regularizers based on thick-tailed symmetric alpha stable $S\hat{I}\pm S$ probability bell curves. These new parametrized weigh…