Sentence examples for a connection layer from inspiring English sources

Fig. 5 New joint training structure with a connection layer (DNN-JT3, DNN-JT4).

Compared with DNN-JT2, DNN-JT4 yielded a comparable result with smaller parameters of DNN due to the existence of a connection layer.

Alternatively, we use a linear connection layer to concatenate the dual output (original reverberant and dereverberated feature) front-end and the pre-trained back-end as shown in Fig. 5.

As the commonly found double-beam structures in engineering have a distributed spring connection layer, the dynamic stiffness method is employed to establish the exact dynamic stiffness matrix and frequency equation.

The connection layer can provide a linear feature transformation and dimensionality reduction.

In general, hydrogens are neither given a canonical label by the InChI nor included in the connection layer.

The results demonstrate that the fixed connection layer was effective.

While it's no pizza, SlashDB does seem like an interesting solution for folks who don't want to spend too much time on their data connection layer.

Intuitively, the connection layer can be randomly initialized and updated during the network training.

When overfitting happened, the connection layer could not use the dereverberated and reverberant feature properly.

We denote this new joint training structure with the learned connection layer as DNN-JT3 described in Algorithm 4. One common problem of the learned connection layer in DNN-JT3 is overfitting which can be verified in the following experiments.