Sentence examples for linear decoder from inspiring English sources

With a linear decoder, the decoded source vector is given by X ′=G a Y ′, where G a is a M×L matrix.

(A ) Decoding of touch by a linear decoder of pooled activity.

The LMMSE decoder provides a linear decoder in terms of the received signal which is independent of the watermark amplitude.

Here, we use a linear decoder with the activation function σ(x) = x in the output layer.

In a sparse autoencoder, the problem can be solved with a linear decoder which makes an adjustment to the activation function of the output layer.

With the perfect CSI available at the transmitter and the linear decoder at the receiver, the cost function was constructed based on the minimum average probability of vector symbol error and the design method of the precoding matrices was given.

However, since the optimum decoder has a higher decoding complexity of, compared with the linear decoding complexity of for the conventional SBS decoder, it is possible to tradeoff between the performance and the complexity.

We also tested several other standard decoders from machine learning, including optimal linear decoding, maximum likelihood estimation, and nearest neighbor regression, but the pattern match decoder outperformed them in all cases and so we do not present the results of these decoders here (although see Figure 3 figure supplement 1 for a sample of these results).

One idea is to use a linear block decoder in the analog part (it is of course difficult to assume such a decoder during system optimization).

Because of the signal correlations between cells with overlapping frequency bands, the linear regression decoder was highly subject to noise, and ridge regression resolves this issue and finds the optimal weights for each cell.

Simulation results show that the proposed joint linear precoder and decoder designs improves BER performance of MU-MIMO downlink systems and verify its effectiveness.