Binge-drinking was defined as having six or more drinks at one sitting for men and four or more drinks for women.
The study showed that binge drinkers were 39 percent more likely to suffer a stroke.
Researchers say large doses of alcohol can cause spikes in blood pressure, increased blood clotting and heart-rhythm disturbances.
The study is published in the journal Stroke.