Results 251 to 260 of about 666,598 (288)

Estimation of Active Tension in Cardiac Microtissues by Solving a PDE-Constrained Optimization Problem. [PDF]

open access: yesInt J Numer Method Biomed Eng
Telle Å   +5 more
europepmc   +1 more source

A Performance Portability Study Using Tensor Contraction Benchmarks

IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum, 2023
Driven by the end of Moore’s law, heterogeneous architectures, particularly GPUs, are experiencing a surge in demand and utilization. While these platforms hold the potential for achieving high performance, their programming remains challenging and ...
M. E. Ozturk   +4 more
semanticscholar   +1 more source

Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]

IEEE Signal Processing Magazine, 2022
Tensors (multiway arrays) and tensor decompositions (TDs) have recently received tremendous attention in the data analytics community, due to their ability to mitigate the curse of dimensionality associated with modern large-dimensional big data [1], [2].
Ilya Kisil   +4 more
semanticscholar   +1 more source

Sparta: high-performance, element-wise sparse tensor contraction on heterogeneous memory

ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming, 2021
Sparse tensor contractions appear commonly in many applications. Efficiently computing a two sparse tensor product is challenging: It not only inherits the challenges from common sparse matrix-matrix multiplication (SpGEMM), i.e., indirect memory access ...
Jiawen Liu   +4 more
semanticscholar   +1 more source

Magnetic Anomaly Detection and Localization Using Orthogonal Basis of Magnetic Tensor Contraction

IEEE Transactions on Geoscience and Remote Sensing, 2020
In certain scenarios, such as detection of unexploded ordnance (UXO), submarines, and intruders, magnetic anomaly detection (MAD) is an effective method due to the magnetic field advantages of small operating power, strong penetrability, and strong anti ...
Huanghuang Jin   +5 more
semanticscholar   +1 more source

An Efficient Galerkin Averaging-Incremental Harmonic Balance Method Based on the Fast Fourier Transform and Tensor Contraction

Volume 1, 2020
An efficient Galerkin averaging-incremental harmonic balance (EGA-IHB) method is developed based on the fast Fourier transform (FFT) and tensor contraction to increase efficiency and robustness of the IHB method when calculating periodic responses of ...
Ren Ju, W. Fan, Wei-dong Zhu
semanticscholar   +1 more source

TCP: A Tensor Contraction Processor for AI Workloads Industrial Product*

International Symposium on Computer Architecture
We introduce a novel tensor contraction processor (TCP) architecture that offers a paradigm shift from traditional architectures that rely on fixed-size matrix multiplications.
Hanjoon Kim   +48 more
semanticscholar   +1 more source

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