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The original Atari System 2 board uses several types of chips. While most store the game's actual program (EPROMs), some systems use EEPROM (Electrically Erasable Programmable Read-Only Memory) for persistent data like high scores, operator settings, and calibration.
If you are restoring an actual arcade board, you may need to "burn" the .bin file onto a new physical chip. eeprom bin format information - Forum for Electronics
Unlike the main game code, which is usually static, the data in an EEPROM often contains "live" information.
In an arcade environment, this file might hold settings like the cost per play (e.g., 25 cents vs. 50 cents) or the difficulty level.
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