As the need for 4K and 8K high resolution video transmission further increases with the spread of 5G connections, Fujitsu will continue to provide high performance products and services that will satisfy customers around the world, delivering high quality video through the application of its proprietary IP

network error correction technology.

According to the table and the above table, the number of nodes that reduce

network errors optimally is 30 hidden nodes.

Subsequently, if the relative

network error still exceeds the tolerance, i.e., if (2.6) is not satisfied, then the model of every pipe j for which

During the training process, the

network error is calculated in the training set and the network weights are updated according to this error.

The solution of

network error dynamics (12) over the interval [jT, (j + 1)T] is described as

When fitness distribution has a mean value in the upper part of median, it is said that the population contains excellent fitness, thus indicating low

network error in the GA-NN processes.

SRT leverages proprietary real-time IP communications development to extend traditional

network error recovery practices.

However, the BPNN iterated 15 times to reach the convergence state, and the minimum

network error was larger than the one obtained by ACO-BPNN.

In essence, the BP algorithm is based on the square of the

network error as the objective function, using the gradient descent method to calculate the minimum value of the objective function.

The first derivative of the

network error function is expressed by J, and the

network error vector is represented by e.

The concept of

Network Error Correction (NEC) codes has been introduced by Cai and Yeung, 2002, 2006; Zhang, 2008, 2011, as a generalization of classical error correction codes, especially when a source message is transmitted to a set of receiving nodes on a network [9-12].