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Pushdown automata are computational models that extend finite automata with a stack, allowing them to recognize context-free languages. They consist of a finite state control unit, an input tape, and an infinite stack that supports push and pop operations, making them more powerful than finite state machines. Pushdown automata provide a way to implement context-free grammars similarly to how finite automata are used for regular grammars.