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BPTT begins by unfolding a recurrent neural network in time. The unfolded network contains k {\displaystyle k} inputs and outputs, but every copy of the network shares the same parameters. Then, the backpropagation algorithm is used to find the gradient of the loss function with respect to all the network parameters.
The standard method is called "backpropagation through time" or BPTT, a generalization of back-propagation for feedforward networks. [45] [46] A more computationally expensive online variant is called "Real-Time Recurrent Learning" or RTRL. [47] [48] Unlike BPTT this algorithm is local in time but not local in space.
Kati Tolmoff (born 3 December 1983 in Tartu) is a badminton player from Estonia.She represented Estonia at the 2008 and 2016 Olympic Games.She competed in the women's singles event, where she lost to Chloe Magee 21–18, 18–21, and 19–21 in the first round.
December 21 is the 355th day of the year (356th in leap years) in the Gregorian calendar; 10 days remain until the end of the year. ... [12] 2004 – Iraq War: ...
The CL-1201 design project studied a nuclear-powered aircraft of extreme size, with a wingspan of 1,120 feet (340 m). [4] Had it been built, it would have had the largest wingspan of any airplane to date, [5] and more than three times that of any aircraft of the 20th century.
Disasters and accidents A severe cold spell kills at least 83 people in Ukraine. Across Russia, the deep freeze killed at least 45 people over the last week. (BBC) (NBC News) Five people are killed and one injured in Zeebrugge, Belgium, when a bus rolled off into the water. (Deredactie.be) International relations A British court rejects an attempt by the son of a man killed in U.S. drone ...
Mysterious tar balls washed up on several Florida beaches, forcing closures and triggering an investigation by the U.S. Coast Guard. Fort Lauderdale’s shoreline was among the most impacted ...
Knife 21 was hit and ditched a mile offshore, the flight engineer Staff Sergeant Elwood E. Rumbaugh [33] was killed, remains not recovered; The 21st was reassigned to Thirteenth Air Force, on 30 June 1975 (though attached to the 656th Special Operations Wing) before inactivating on 22 September 1975 at U-Tapao Royal Thai Navy Airfield, Thailand.