A search for a new resonance decaying to aW or Z boson and a Higgs boson in the ll/lν/νν +b¯b final states is performed using 20.3 fb-1 of pp collision data recorded at p s = 8 TeV with the ATLAS detector at the Large Hadron Collider. The search is conducted by examining the WH=ZH invariant mass distribution for a localized excess. No significant deviation from the Standard Model background prediction is observed. The results are interpreted in terms of constraints on the Minimal Walking Technicolor model and on a simplified approach based on a phenomenological Lagrangian of Heavy Vector Triplets.