Systems-on-Chips (SoCs) are similar to MCUs, but distinguish themselves from those types of embedded systems by having some level of integration while still requiring a number of external components to function. They are commonly found as part of a single board implementation (Single Board Computer (SBC)), including the PC/104 standard, and more recently form factors such as the Raspberry Pi and derivative boards:
This diagram was used from https://xdevs.com/article/rpi3_oc/. It clearly shows how an SBC (in this case, the Raspberry Pi 3) is laid out. The BCM2837 is the ARM-based SoC, providing the CPU core and basic peripherals (mostly broken out into the header section). All of the RAM is in an external module, as are the Ethernet and Wi-Fi peripherals. ROM is provided in the form of an SD (Flash) card, which also provides storage.
Most SoCs...