With which one? The latest one? If so, yes, as the Apple TV has an HDMI output and the TV has four HDMI inputs.
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PS: I did not know the answer, thus I used a www search engine to look for the
specs of that TV model and for the Apple TV (same procedure) and found, that both devices use HDMI, which is the most common video interface on modern flat panel TVs.