Currency brokerage FXCM is in talks to invest in Infinium Capital Management, a struggling high-frequency trading firm, people close to the discussions said.

The talks could see New York-based FXCM take a stake in Infinium, which is searching for a partner, according to the people. The discussions could still end with no deal, one of the people said.