 The neocognitron was inspired by the model proposed by Hubel & Wiesel in 1959.They found two types of cells in the visual primary cortex called "simple cell" and "complex cell", and also proposed a cascading model of these two types of cells for use in pattern recognition tasks.The neocognitron is a natural extension of these cascading models.