The past tense of take a trip down memory lane is took a trip down memory lane.
The third-person singular simple present indicative form of take a trip down memory lane is takes a trip down memory lane.
The present participle of take a trip down memory lane is taking a trip down memory lane.
The past participle of take a trip down memory lane is taken a trip down memory lane.