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pro vyhledávání: '"Logarithmic number system"'
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Akademický článek
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Publikováno v:
Инженерные технологии и системы, Vol 29, Iss 2, Pp 187-204 (2019)
Introduction. The solution of the simulation problems critical to rounding errors, including the problems of computational mathematics, mathematical physics, optimal control, biochemistry, quantum mechanics, mathematical programming and cryptography,
Externí odkaz:
https://doaj.org/article/b188cb6880f04f90a99e1c2e250e8bba
Publikováno v:
IEEE Transactions on Circuits and Systems for Video Technology. 31:4439-4453
Context-based binary arithmetic coding (CBAC) is an entropy coder of AVS 2.0, the latest Chinese video compression standard for 8K ultra-high-definition (UHD) video, which employs a logarithmic number system to avoid multiplication operations for ran
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::17d5b614dc2402176c48707874547179
https://doi.org/10.1109/tcsvt.2020.3047925
https://doi.org/10.1109/tcsvt.2020.3047925
Autor:
Dina M. Ellaithy
Publikováno v:
IEEJ Transactions on Electrical and Electronic Engineering. 16:1628-1634
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f7dbaec041dcc72d4d18b8073ef4354a
https://doi.org/10.1002/tee.23475
https://doi.org/10.1002/tee.23475
Autor:
Nalini Bodasingi, L. Guna Sekhar Sai Harsha, Sreehari Veeramachaneni, Noor Mohammad Sk, Bhaskara Rao Jammu
Publikováno v:
Circuits, Systems, and Signal Processing. 41:485-513
The ever-increasing requirement for high-performance signal processing blocks in artificial intelligence, IoT, and neural networks has rendered the Logarithmic arithmetic as front runner of advanced processors. As they require complex mathematical op
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::478f02e4df3705f0ddf4eed802e73e9d
https://doi.org/10.1007/s00034-021-01793-8
https://doi.org/10.1007/s00034-021-01793-8
Publikováno v:
Jahanshahi, S, Sabbagh Molahosseini, A & Emrani Zarandi, A A 2022, ' uLog: a Software-based Approximate Logarithmic Number System for computations on SIMD processors ', The Journal of Supercomputing . https://doi.org/10.1007/s11227-022-04713-y
This paper presents a new number representation based on logarithmic number system (LNS) called unsigned logarithmic number system (ulog), as an alternative to the conventional floating-point (FP) number format, to use in approximate computing applic
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::eea37e2df1a78fb804a4b399a9085aec
https://pure.qub.ac.uk/en/publications/bb1f7f52-1479-47d3-9d70-8a0607d9758c
https://pure.qub.ac.uk/en/publications/bb1f7f52-1479-47d3-9d70-8a0607d9758c
Publikováno v:
33rd IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 2022)
33rd IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 2022), IEEE, Jul 2022, Gothenburg, Sweden. ⟨10.1109/ASAP54787.2022.00021⟩
33rd IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 2022), IEEE, Jul 2022, Gothenburg, Sweden. ⟨10.1109/ASAP54787.2022.00021⟩
International audience; Resource requirements for hardware acceleration of neural networks inference is notoriously high, both in terms of computation and storage. One way to mitigate this issue is to quantize parameters and activations. This is usua
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3fb938c89271394961029a6dfc26bab3
https://inria.hal.science/hal-03684585/file/LNSNeuron_asap2022.pdf
https://inria.hal.science/hal-03684585/file/LNSNeuron_asap2022.pdf
Publikováno v:
EAI Endorsed Transactions on Pervasive Health and Technology, Vol 2, Iss 8 (2016)
This paper presents a novel study of logarithmic discrete wavelet transform (DWT) for medical image compression. It proposes a new technique to compute the DWT using the logarithmic number system (LNS) instead of floating point arithmetic. It investi
Externí odkaz:
https://doaj.org/article/33b11079de1c4a23a4077b3e36886b66
Publikováno v:
International Journal of Circuit Theory and Applications. 49:2290-2297
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::55aba142000047ab291e6eb8098a7266
https://doi.org/10.1002/cta.2994
https://doi.org/10.1002/cta.2994