More compute power is just more compute power, leading to better mimicry, but nothing else. (Maybe.)

But a neural network comprised of any building block type, which is structurally and functionally patterned after the human neural network, would obtain consciousness/sentience/self-awareness once a sufficient magnitude of complexity was achieved.