This paper studies the mathematical properties of collectively canalizing Boolean functions, a class functions that has arisen from applications in systems biology. networks are an increasingly popular modeling framework for regulatory networks, and studied here captures key feature biological network dynamics, namely subset one or more variables, under certain conditions, can dominate value fu...