Tensor networks meet neural networks: A survey and future perspectives

M Wang, Y Pan, Z Xu, X Yang, G Li… - ar** for Tensorized Neural Network Processing
JF Zhang, CH Lu, Z Zhang - IEEE Transactions on Computers, 2024 - ieeexplore.ieee.org
The continuous growth of deep neural network model size and complexity hinders the
adoption of large models in resource-constrained platforms. Tensor decomposition has …

Fast evaluation of finite element weak forms using python tensor contraction packages

R Cimrman - Advances in Engineering Software, 2021 - Elsevier
In finite element calculations, the integral forms are usually evaluated using nested loops
over elements, and over quadrature points. Many such forms (eg linear or multi-linear) can …

Overview for parallel particle swarm optimization algorithms (ppso)

WH Mahdi, N Taspiner - 2022 14th International Conference on …, 2022 - ieeexplore.ieee.org
The increasing computational cost in complex optimization problems that have a large size
resulted in the development of optimization algorithms in parallelization. PSO's basic …