Sentence examples for in each epoch from inspiring English sources

In each epoch, the iteration of the complete training set in the network adjusts the weights.

We define an action for each transmission variable in each epoch which outputs the transmission variable as a function of the state and the causal knowledge of arrivals.

Additionally, data augmentation was applied, where each training sample was augmented by two randomly shifted (≤15 pxl) and two randomly rotated (≤8°) versions in each epoch.

The data in each epoch is smoothed spatially with the running average of 3×3 pixel (0.45°×0.45°) in latitude and longitude.

Indeed, in our algorithm, the total number of distance updates in each epoch is n because there is one update for the cluster assignment of each object.

This is quite efficient as compared to the total number of distance updates on the entire distance matrix in each epoch which is (k times n).

The power density spectra were estimated by Welch's averaged, modified periodogram method in which each epoch was divided into eight Hamming windowed sections with 50% overlap.

The L-M algorithm for the perceptron-type network as in (2)–(4) requires computation of the Jacobian matrix J i as in (6) at each epoch, so the matrix inverse has to be always calculated according to the basic L-M formula (5) epoch times.

In the simulations each epoch represented half a millisecond.

In manual scoring, each epoch was staged by visual inspection as NREM, REM and wake by the following criteria: NREM sleep was characterized by high-amplitude EEG delta waves (0.5 4 Hz) with low EMG power, REM sleep was characterized by low-amplitude, high-frequency EEG theta waves (6 10 Hz) with very low EMG power, and wake was characterized by high and varying EMG power.

In other words, one can compare the MSE for each epoch in order to find out the performance of different networks to adjust their weights.