Integrated circuits (ICs) followed when manufacturers built circuits (usually for military purposes) on a single substrate using electrical connections between circuits within the chip itself. The most common type of IC is the MOS integrated circuit chip, capable of the large-scale integration (LSI) of MOSFETs on an IC chip. MOS technology led to more advanced and cheaper consumer electronics, such as transistorized televisions, pocket calculators, and by the 1980s, affordable video game consoles and personal computers that regular middle-class families could buy. The rapid progress of the electronics industry during the late 20th to early 21st centuries was achieved by rapid MOSFET scaling (related to Dennard scaling and Moore's law), down to sub-micron levels and then nanoelectronics in the early 21st century. The MOSFET is the most widely manufactured device in history, with an estimated total of 13sextillion MOSFETs manufactured between 1960 and 2018.