Speculation over the onset of a global currency war first came to a head at the start of the year when dramatic falls in the Japanese yen prompted widespread criticism from other world economies, amid concerns the yen's weakness would put Japan's exporters at an unfair advantage. However, the rhetoric abated after Japan was given the go-ahead to pursue its radical policies at a G20 meeting in April.
But the Fed's decision on Thursday has reignited talk of a currency war, after the dollar index, which measures the greenback's value against other major currencies slid to levels not seen since February at 80.06 on Wednesday.
Risk-on currencies got a boost; the Australian dollar rallied above the $0.95 handle in Asia on Thursday, a high not seen since mid-June, while the sterling surged to around $1.61, its highest level since January, and the euro reached highs not seen since February of around $1.35.
(Read more: HSBC bullish on dollar as currency war 'intensifies')
Evan Lucas, market strategist at IG, said he expected other major central banks to react.
"All major pairs with the U.S. dollar are running hot, with AUD/USD the strongest performer up 1.8% in the U.S. session and EUR/USD not far behind. This does raise the question, what will be the responses from other central banks?" he said.
Lucas pointed to the Reserve Bank of Australia, which is broadly expected to cut interest rates again by year end, as one of the next likely movers.
(Read more: No taper! Did Bernanke fool the Street?)
"It also raises questions about the Bank of Japan," said Lucas. "The fall in the USD is dire to its stimulus plans for the yen and the broader Japanese economy. Will the Bank have to intervene again? Will the three arrows be ramped up?"
BK Asset Management's Schlossberg said he expected Japan's central bank to act soon.
The dollar-yen isn't buckling as much as other currencies; that's a sign that the market expects the Bank of Japan to be the first to try to offset the Fed's move with a move of its own, he said.
The yen strengthened to 97.75 to the dollar following the Fed announcement on Wednesday, but had weakened back to around 98.10 to the dollar in early Asian trade on Thursday.
(Read more: Trading the Fed taper: Avoid the dollar)
Schlossberg also highlighted the Bank of England as another central bank likely to respond to the Fed's move.
"Someone wrote a very clever line today saying that the BOE didn't realize it was in a quantitative easing war and now it's going to have to [head] back into battle," he said.
—By CNBC's Katie Holliday: Follow her on Twitter @hollidaykatie