Other essential components include the Motherboard, Bit, Byte, Read-Only Memory (ROM), Bus, and additional cards such as Memory Card, Sound Card, and Modem Card. The Bus facilitates communication between components, and ROM provides non-volatile storage, ensuring the computer's basic functions are intact during startup.