"These developments, if they prove persistent, could weigh on the outlook for economic activity and the labour market, although declines in longer-term interest rates and oil prices provide some offset," according to Yellen.
In 12.30pm trading in New York, the Dow Jones Industrial Average rose 0.3 percent, while the Nasdaq Composite Index climbed 1.6 percent. In 12.15pm trading, the Standard & Poor's 500 Index advanced 0.6 percent.
"What Yellen said has been taken positively," Richard Sichel, chief investment officer of Philadelphia Trust Co in Philadelphia, told Reuters. "Stocks in general are cheaper now than they were three days ago or three months ago, so there's an opportunity to step in."
Gains in shares of Nike and those of Visa, last up 3.4 percent and 2.7 percent respectively, helped propel the Dow higher. The biggest losers, in percentage terms, were shares of Walt Disney and those of Caterpillar, down 4.8 percent and 2.2 percent respectively.
"She is holding to her guns," Ward McCarthy, chief financial economist at Jefferies in New York, told Bloomberg. "The financial market turmoil is not going to make them reverse course. It could have an effect on the pace at which they normalise rates, but they are still committed to normalising rates."
Europe's Stoxx 600 Index finished the session with a 1.9 percent increase from the previous close, bolstered by a recovery in bank stocks. The UK's FTSE 100 Index added 0.7 percent, while Germany's DAX Index climbed 1.6 percent, as did France's CAC 40 Index.
Shares of Deutsche Bank rebounded amid reports that Germany's biggest bank might buy back some of its bonds to help reassure spooked investors.
"It's a smart act," John Mack, the former chief executive officer of Morgan Stanley, told Bloomberg. "You know what's going on within your bank, if these bonds are traded at distressed levels and you have cash, why wouldn't you take them back out."