Dot-Product Sets and Simplices Over Finite Rings
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Fourier Analysis and Applications"
DOI: 10.1007/s00041-022-09933-7
Abstract: In this paper, we study dot-product sets and k -simplices in $$\mathbb {Z}_n^d$$ Z n d for odd n , where $$\mathbb {Z}_n$$ Z n is the ring of residues modulo n . We show… read more here.
Keywords: dot product; product; finite rings; sets simplices ... See more keywords
Deep Scaled Dot-Product Attention Based Domain Adaptation Model For Biomedical Question Answering.
Sign Up to like & getrecommendations! Published in 2019 at "Methods"
DOI: 10.1016/j.ymeth.2019.06.024
Abstract: Biomedical text mining is becoming increasingly important as the number of biomedical documents grow rapidly. Deep learning has boosted the development of biomedical text mining models. However, as deep learning models require a large amount… read more here.
Keywords: scaled dot; attention; model; attention based ... See more keywords
DPCrypto: Acceleration of Post-Quantum Cryptography Using Dot-Product Instructions on GPUs
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2022.3176966
Abstract: Modern NVIDIA GPU architectures offer dot-product instructions (DP2A and DP4A), with the aim of accelerating machine learning and scientific computing applications. These dot-product instructions allow the computation of multiply-and-add instructions in a single clock cycle,… read more here.
Keywords: post quantum; product instructions; product; dot product ... See more keywords
8T SRAM Cell as a Multibit Dot-Product Engine for Beyond Von Neumann Computing
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Very Large Scale Integration (VLSI) Systems"
DOI: 10.1109/tvlsi.2019.2929245
Abstract: Large-scale digital computing almost exclusively relies on the von Neumann architecture, which comprises separate units for storage and computations. The energy-expensive transfer of data from the memory units to the computing cores results in the… read more here.
Keywords: von neumann; array; memory; multibit dot ... See more keywords
PC-DOT: Improving genomic prediction ability of principal component regression by DOT product.
Sign Up to like & getrecommendations! Published in 2022 at "Animal genetics"
DOI: 10.1111/age.13255
Abstract: Principal component regression (PC regression) is a useful method developed for prediction based on a dimension-reducing strategy. Generally, the principal components (PCs) are added to the regression model one by one based on the eigenvalue… read more here.
Keywords: regression; component regression; dot; principal component ... See more keywords