Sentence examples for core tensor of dimensions from inspiring English sources

We fit our Tucker3 multiway analysis model with a core tensor of dimensions 69 × 24 × 4 to the data tensor, T and analyzed the structure in the third mode (sample mode).

Moreover, [11, 12] require to track the core tensor of the HOSVD which TeTraKron does not need at all.

The samples consist of the core tensor of each tensor.

Omberg et al. use higher-order singular value decomposition on DNA microarray data, obtaining the core tensor of eigenarrays × x-eigengenes × y-eigengenes and finding correlation between genomes in the subtensors of the core tensor [ 16].

In telecommunication applications, the structure parameters (rank, mode dimensions, and core tensor dimensions) of a PARAFAC or Tucker model are design parameters that are chosen in function of the performance desired for the communication system.

We fit a Tucker3 multiway analysis model with core component numbers 6 × 6 × 3 to the data tensor T. The Tucker3 model decomposed the hMSC tensor into three component matrices, one for each mode and a core tensor with dimensions 6 x6 x3.

After dimension reduction of H, the individual core tensor with lower dimension still captures most of the variations in the original HRTFs.

First, to keep the inherent interaction of different variables in HRTFs, a tensor is used to describe measured HRTFs, and the individual core tensor (ICT) with lower dimension in tensor subspace is extracted by high-order singular decomposition (HOSVD).

The core tensor preserves most of the energy of the original tensor, and it is encoded using a bit-plane coding algorithm into bit-streams.

On the other hand, the higher order singular value decomposition (HOSVD) [3, 9] decomposes a tensor as a product of a core tensor and a unitary matrix for each dimension of the tensor.

The second category of constraints concerns the case where the core tensor and/or some matrix factors of the tensor model have a special structure.