Separation of AC⁰[⊕] formulas and circuits

This paper gives the first separation between the power of formulas and circuits of equal depth in the AC0[⊕] basis (unbounded fan-in AND, OR, NOT and MOD2 gates). We show, for all d(n) ≤ O( log n/log log n ), that there exist polynomial-size depth-d circuits that are not equivalent to depth-d formulas of size no(d) (moreover, this is optimal in that no(d) cannot be improved to nO(d)). This result is obtained by a combination of new lower and upper bounds for Approximate Majorities, the class of Boolean functions {0, 1}n → {0, 1} that agree with the Majority function on 3/4 fraction of inputs. AC0[⊕] formula lower bound. We show that every depth-d AC0[⊕] formula of size s has a 1/8-error polynomial approximation over F2 of degree O( 1/d log s)d-1. This strengthens a classic O(log s)d-1 degree approximation for circuits due to Razborov [12]. Since the Majority function has approximate degree ⊖(√ n), this result implies an exp(ω(dn1/2(d-1))) lower bound on the depth-d AC0[⊕] formula size of all Approximate Majority functions for all d(n) ≤ O(log n). Monotone AC0 circuit upper bound. For all d(n) ≤ O( log n/log log n ), we give a randomized construction of depth-d monotone AC0 circuits (without NOT or MOD2 gates) of size exp(O(n1/2(d-1))) that compute an Approximate Majority function. This strengthens a construction of formulas of size exp(O(dn 1/2(d-1) )) due to Amano [1].

Duke Scholars

Author Benjamin Rossman Computer Science