Input entropy (show here for rule 110) is the entropy of states in input neighborhoods (Wuensche 1998).
'High entropy variance for a significant number of time-steps implies complex space-time dynamics. This includes not just glider dynamics, but also the less frequent dynamics involving 'domain wallsr' in chaotic domains' (Wuensche 1998).