Supervised Pseudo Self-Evolving Cerebellar algorithm for generating fuzzy membership functions

► Proper generation of fuzzy membership function. ► Objective measurement of interpretability and classification using inherent data driven probabilistic decision boundaries. ► Bio-inspired 2-stage nervous system development: activity-independent basic architecture and activity dependent refinement. ► Constructs a cerebellar-like structure: neurons of high trophic factors evolve into MFs.