The past tense of pat oneself on the back is patted oneself on the back.
The third-person singular simple present indicative form of pat oneself on the back is pats oneself on the back.
The present participle of pat oneself on the back is patting oneself on the back.
The past participle of pat oneself on the back is patted oneself on the back.