Researchers inserted human versions of MCPH1, a gene that scientists believe plays a role in the development of the human brain, into 11 rhesus monkeys.
They found the monkeys' brains -- like those of humans -- took longer to develop, and the animals performed better in tests of short-term memory as well as reaction time compared to wild monkeys.
However, the monkeys did not grow bigger brains than the control group.
The test, the latest in a series of biomedical experiments in China to have fuelled medical ethics debates, has already drawn ethical concerns, and comparisons with dystopian sci-fi "Planet of the Apes".
The study was published last month in Beijing-based journal National Science Review.
"Our findings demonstrated that transgenic nonhuman primates (excluding ape species) have the potential to provide important -- and potentially unique -- insights into basic questions of what actually makes human unique," the authors wrote.
The monkeys underwent memory tests requiring them to remember colours and shapes on a screen, and were subjected to MRI scans.
Only five of the monkeys survived into the testing stage.
The authors said the rhesus monkey, though genetically closer to humans than rodents, is still distant enough to alleviate ethical concerns.
However, some questioned the ethics of the experiment.
Larry Baum, a researcher at Hong Kong University's Centre for Genomic Sciences, downplayed sci-fi comparisons.
"The genome of rhesus monkeys differs from ours by a few percent. That's millions of individual DNA bases differing between humans and monkeys," he said.
"This study changed a few of those in just one of about 20,000 genes.
"You can decide for yourself whether there is anything to worry about." Baum added that the study supported the theory that "slower maturity of brain cells might be a factor in improving intelligence during human evolution."
In January, Chinese scientists unveiled five macaques cloned from a single animal that was genetically engineered to have a sleep disorder, which all developed signs of mental problems including depression, anxiety and behaviours linked to schizophrenia.
They said the study was intended to aid research into human psychological problems.