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Just in case, your Apple TV should only connect to a HDMI input port. Make sure it's not an output port. If it doesn't show, then move it to another port. You could also try connecting a different device to the HDMI port not working just to make sure that's the problem.
If you use HDMI splitters, amplifiers between the TV and your Apple TV, these need to be compatible.