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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.
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The standard method for training RNN by gradient descent is the "backpropagation through time" (BPTT) algorithm, which is a special case of the general algorithm of backpropagation. A more computationally expensive online variant is called "Real-Time Recurrent Learning" or RTRL, [ 78 ] [ 79 ] which is an instance of automatic differentiation in ...
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[2] [7] Several Big 12 basketball games also moved to the Texas Longhorns-oriented Longhorn Network, which is a joint venture between ESPN and the University of Texas at Austin that launched in August 2011. However, CBS Sports does choose to broadcast at least two to three Big 12 games under their NCAA on CBS branding.