Approximate computing (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Approximate computing" in English language version.

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14doi.org

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7worldcat.org

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6semanticscholar.org

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6ieee.org

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3psu.edu

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1utexas.edu

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1inesc-id.pt

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acm.org

dl.acm.org

A. Sampson, et al. "EnerJ: Approximate data types for safe and general low-power computation", In ACM SIGPLAN Notices, vol. 46, no. 6, 2011.
Ghosh, Soumendu Kumar; Raha, Arnab; Raghunathan, Vijay (2023-07-24). "Energy-Efficient Approximate Edge Inference Systems". ACM Transactions on Embedded Computing Systems. 22 (4): 77:1–77:50. doi:10.1145/3589766. ISSN 1539-9087.

arxiv.org

Kim, Yongjune; Choi, Won Ho; Guyot, Cyril; Cassuto, Yuval (December 2019). "On the Optimal Refresh Power Allocation for Energy-Efficient Memories". 2019 IEEE Global Communications Conference (GLOBECOM). Waikoloa, HI, USA: IEEE. pp. 1–6. arXiv:1907.01112. doi:10.1109/GLOBECOM38437.2019.9013465. ISBN 978-1-7281-0962-6. S2CID 195776538.
Kim, Yongjune; Kang, Mingu; Varshney, Lav R.; Shanbhag, Naresh R. (2018). "Generalized Water-filling for Source-aware Energy-efficient SRAMs". IEEE Transactions on Communications. 66 (10): 4826–4841. arXiv:1710.07153. doi:10.1109/TCOMM.2018.2841406. ISSN 0090-6778. S2CID 24512949.

doi.org

Rehman, Semeen; El-Harouni, Walaa; Shafique, Muhammad; Kumar, Akash; Henkel, Jörg (2016-11-07). Architectural-space exploration of approximate multipliers. ACM. p. 80. doi:10.1145/2966986.2967005. ISBN 9781450344661. S2CID 5326133.
Camus, Vincent; Mei, Linyan; Enz, Christian; Verhelst, Marian (December 2019). "Review and Benchmarking of Precision-Scalable Multiply-Accumulate Unit Architectures for Embedded Neural-Network Processing". IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 9 (4): 697–711. doi:10.1109/JETCAS.2019.2950386. ISSN 2156-3357. The implementation chosen in this study assumes a rightshifting sequential multiplier as it requires a smaller firststage adder than a left-shifting design, preventing long carry propagation and sign-bit extension.
Nagornov, Nikolay N.; Lyakhov, Pavel A.; Bergerman, Maxim V.; Kalita, Diana I. (2024). "Modern Trends in Improving the Technical Characteristics of Devices and Systems for Digital Image Processing". IEEE Access. 12: 44659–44681. doi:10.1109/ACCESS.2024.3381493. ISSN 2169-3536. Addition and accumulation of high order bits are not performed until the partial product reduction for the next multiplication in the proposed architecture.
Raha, A.; Sutar, S.; Jayakumar, H.; Raghunathan, V. (July 2017). "Quality Configurable Approximate DRAM". IEEE Transactions on Computers. 66 (7): 1172–1187. doi:10.1109/TC.2016.2640296. ISSN 0018-9340.
Kim, Yongjune; Choi, Won Ho; Guyot, Cyril; Cassuto, Yuval (December 2019). "On the Optimal Refresh Power Allocation for Energy-Efficient Memories". 2019 IEEE Global Communications Conference (GLOBECOM). Waikoloa, HI, USA: IEEE. pp. 1–6. arXiv:1907.01112. doi:10.1109/GLOBECOM38437.2019.9013465. ISBN 978-1-7281-0962-6. S2CID 195776538.
Frustaci, Fabio; Blaauw, David; Sylvester, Dennis; Alioto, Massimo (June 2016). "Approximate SRAMs With Dynamic Energy-Quality Management". IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 24 (6): 2128–2141. doi:10.1109/TVLSI.2015.2503733. ISSN 1063-8210. S2CID 8051173.
Kim, Yongjune; Kang, Mingu; Varshney, Lav R.; Shanbhag, Naresh R. (2018). "Generalized Water-filling for Source-aware Energy-efficient SRAMs". IEEE Transactions on Communications. 66 (10): 4826–4841. arXiv:1710.07153. doi:10.1109/TCOMM.2018.2841406. ISSN 0090-6778. S2CID 24512949.
Kim, Yongjune; Jeon, Yoocharn; Choi, Hyeokjin; Guyot, Cyril; Cassuto, Yuval (2022). "Optimizing Write Fidelity of MRAMs by Alternating Water-filling Algorithm". IEEE Transactions on Communications. 70 (9): 5825–5836. doi:10.1109/TCOMM.2022.3190868. ISSN 0090-6778. S2CID 250565077.
Esmaeilzadeh, Hadi; Sampson, Adrian; Ceze, Luis; Burger, Doug (2012). Neural acceleration for general-purpose approximate programs. 45th Annual IEEE/ACM International Symposium on Microarchitecture. Vancouver, BC: IEEE. pp. 449–460. doi:10.1109/MICRO.2012.48.
Raha, Arnab; Raghunathan, Vijay (2017). "Towards Full-System Energy-Accuracy Tradeoffs". Proceedings of the 54th Annual Design Automation Conference 2017. DAC '17. New York, NY, USA: ACM. pp. 74:1–74:6. doi:10.1145/3061639.3062333. ISBN 9781450349277. S2CID 2503638.
Ghosh, Soumendu Kumar; Raha, Arnab; Raghunathan, Vijay (2023-07-24). "Energy-Efficient Approximate Edge Inference Systems". ACM Transactions on Embedded Computing Systems. 22 (4): 77:1–77:50. doi:10.1145/3589766. ISSN 1539-9087.
Liu, Weiqiang; Lombardi, Fabrizio; Schulte, Michael (Dec 2020). "Approximate Computing: From Circuits to Applications". Proceedings of the IEEE. 108 (12): 2103. doi:10.1109/JPROC.2020.3033361.
Liu, Weiqiang; Lombardi, Fabrizio; Schulte, Michael (Dec 2020). "Approximate Computing: From Circuits to Applications". Proceedings of the IEEE. 108 (12): 2104. doi:10.1109/JPROC.2020.3033361.
Nguyen, Donald; Lenharth, Andrew; Pingali, Keshav (2013). "A lightweight infrastructure for graph analytics". Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles. ACM. pp. 456–471. doi:10.1145/2517349.2522739. ISBN 9781450323888.

ieee.org

ieeexplore.ieee.org

Camus, Vincent; Mei, Linyan; Enz, Christian; Verhelst, Marian (December 2019). "Review and Benchmarking of Precision-Scalable Multiply-Accumulate Unit Architectures for Embedded Neural-Network Processing". IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 9 (4): 697–711. doi:10.1109/JETCAS.2019.2950386. ISSN 2156-3357. The implementation chosen in this study assumes a rightshifting sequential multiplier as it requires a smaller firststage adder than a left-shifting design, preventing long carry propagation and sign-bit extension.
Nagornov, Nikolay N.; Lyakhov, Pavel A.; Bergerman, Maxim V.; Kalita, Diana I. (2024). "Modern Trends in Improving the Technical Characteristics of Devices and Systems for Digital Image Processing". IEEE Access. 12: 44659–44681. doi:10.1109/ACCESS.2024.3381493. ISSN 2169-3536. Addition and accumulation of high order bits are not performed until the partial product reduction for the next multiplication in the proposed architecture.
Kim, Yongjune; Choi, Won Ho; Guyot, Cyril; Cassuto, Yuval (December 2019). "On the Optimal Refresh Power Allocation for Energy-Efficient Memories". 2019 IEEE Global Communications Conference (GLOBECOM). Waikoloa, HI, USA: IEEE. pp. 1–6. arXiv:1907.01112. doi:10.1109/GLOBECOM38437.2019.9013465. ISBN 978-1-7281-0962-6. S2CID 195776538.
Frustaci, Fabio; Blaauw, David; Sylvester, Dennis; Alioto, Massimo (June 2016). "Approximate SRAMs With Dynamic Energy-Quality Management". IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 24 (6): 2128–2141. doi:10.1109/TVLSI.2015.2503733. ISSN 1063-8210. S2CID 8051173.
Kim, Yongjune; Kang, Mingu; Varshney, Lav R.; Shanbhag, Naresh R. (2018). "Generalized Water-filling for Source-aware Energy-efficient SRAMs". IEEE Transactions on Communications. 66 (10): 4826–4841. arXiv:1710.07153. doi:10.1109/TCOMM.2018.2841406. ISSN 0090-6778. S2CID 24512949.
Kim, Yongjune; Jeon, Yoocharn; Choi, Hyeokjin; Guyot, Cyril; Cassuto, Yuval (2022). "Optimizing Write Fidelity of MRAMs by Alternating Water-filling Algorithm". IEEE Transactions on Communications. 70 (9): 5825–5836. doi:10.1109/TCOMM.2022.3190868. ISSN 0090-6778. S2CID 250565077.

inesc-id.pt

algos.inesc-id.pt

S. Venkataramani, et al. "SALSA: systematic logic synthesis of approximate circuits", DAC, 2012.

psu.edu

citeseerx.ist.psu.edu

J. Han and M. Orshansky, "Approximate computing: An emerging paradigm for energy-efficient design", in the 18th IEEE European Test Symposium, pp. 1-6, 2013.
J. Miao, et al. "Approximate logic synthesis under general error magnitude and frequency constraints", ICCAD, 2013
R. Hegde et al. "Energy-efficient signal processing via algorithmic noise-tolerance", ISLPED, 1999.

semanticscholar.org

api.semanticscholar.org

Rehman, Semeen; El-Harouni, Walaa; Shafique, Muhammad; Kumar, Akash; Henkel, Jörg (2016-11-07). Architectural-space exploration of approximate multipliers. ACM. p. 80. doi:10.1145/2966986.2967005. ISBN 9781450344661. S2CID 5326133.
Kim, Yongjune; Choi, Won Ho; Guyot, Cyril; Cassuto, Yuval (December 2019). "On the Optimal Refresh Power Allocation for Energy-Efficient Memories". 2019 IEEE Global Communications Conference (GLOBECOM). Waikoloa, HI, USA: IEEE. pp. 1–6. arXiv:1907.01112. doi:10.1109/GLOBECOM38437.2019.9013465. ISBN 978-1-7281-0962-6. S2CID 195776538.
Frustaci, Fabio; Blaauw, David; Sylvester, Dennis; Alioto, Massimo (June 2016). "Approximate SRAMs With Dynamic Energy-Quality Management". IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 24 (6): 2128–2141. doi:10.1109/TVLSI.2015.2503733. ISSN 1063-8210. S2CID 8051173.
Kim, Yongjune; Kang, Mingu; Varshney, Lav R.; Shanbhag, Naresh R. (2018). "Generalized Water-filling for Source-aware Energy-efficient SRAMs". IEEE Transactions on Communications. 66 (10): 4826–4841. arXiv:1710.07153. doi:10.1109/TCOMM.2018.2841406. ISSN 0090-6778. S2CID 24512949.
Kim, Yongjune; Jeon, Yoocharn; Choi, Hyeokjin; Guyot, Cyril; Cassuto, Yuval (2022). "Optimizing Write Fidelity of MRAMs by Alternating Water-filling Algorithm". IEEE Transactions on Communications. 70 (9): 5825–5836. doi:10.1109/TCOMM.2022.3190868. ISSN 0090-6778. S2CID 250565077.
Raha, Arnab; Raghunathan, Vijay (2017). "Towards Full-System Energy-Accuracy Tradeoffs". Proceedings of the 54th Annual Design Automation Conference 2017. DAC '17. New York, NY, USA: ACM. pp. 74:1–74:6. doi:10.1145/3061639.3062333. ISBN 9781450349277. S2CID 2503638.

ualberta.ca

ece.ualberta.ca

Jiang et al., "Approximate Arithmetic Circuits: A Survey, Characterization, and Recent Applications", the Proceedings of the IEEE, Vol. 108, No. 12, pp. 2108 - 2135, 2020.

utexas.edu

repositories.lib.utexas.edu

J. Miao, et al. "Modeling and synthesis of quality-energy optimal approximate adders", ICCAD, 2012

worldcat.org

search.worldcat.org

Camus, Vincent; Mei, Linyan; Enz, Christian; Verhelst, Marian (December 2019). "Review and Benchmarking of Precision-Scalable Multiply-Accumulate Unit Architectures for Embedded Neural-Network Processing". IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 9 (4): 697–711. doi:10.1109/JETCAS.2019.2950386. ISSN 2156-3357. The implementation chosen in this study assumes a rightshifting sequential multiplier as it requires a smaller firststage adder than a left-shifting design, preventing long carry propagation and sign-bit extension.
Nagornov, Nikolay N.; Lyakhov, Pavel A.; Bergerman, Maxim V.; Kalita, Diana I. (2024). "Modern Trends in Improving the Technical Characteristics of Devices and Systems for Digital Image Processing". IEEE Access. 12: 44659–44681. doi:10.1109/ACCESS.2024.3381493. ISSN 2169-3536. Addition and accumulation of high order bits are not performed until the partial product reduction for the next multiplication in the proposed architecture.
Raha, A.; Sutar, S.; Jayakumar, H.; Raghunathan, V. (July 2017). "Quality Configurable Approximate DRAM". IEEE Transactions on Computers. 66 (7): 1172–1187. doi:10.1109/TC.2016.2640296. ISSN 0018-9340.
Frustaci, Fabio; Blaauw, David; Sylvester, Dennis; Alioto, Massimo (June 2016). "Approximate SRAMs With Dynamic Energy-Quality Management". IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 24 (6): 2128–2141. doi:10.1109/TVLSI.2015.2503733. ISSN 1063-8210. S2CID 8051173.
Kim, Yongjune; Kang, Mingu; Varshney, Lav R.; Shanbhag, Naresh R. (2018). "Generalized Water-filling for Source-aware Energy-efficient SRAMs". IEEE Transactions on Communications. 66 (10): 4826–4841. arXiv:1710.07153. doi:10.1109/TCOMM.2018.2841406. ISSN 0090-6778. S2CID 24512949.
Kim, Yongjune; Jeon, Yoocharn; Choi, Hyeokjin; Guyot, Cyril; Cassuto, Yuval (2022). "Optimizing Write Fidelity of MRAMs by Alternating Water-filling Algorithm". IEEE Transactions on Communications. 70 (9): 5825–5836. doi:10.1109/TCOMM.2022.3190868. ISSN 0090-6778. S2CID 250565077.
Ghosh, Soumendu Kumar; Raha, Arnab; Raghunathan, Vijay (2023-07-24). "Energy-Efficient Approximate Edge Inference Systems". ACM Transactions on Embedded Computing Systems. 22 (4): 77:1–77:50. doi:10.1145/3589766. ISSN 1539-9087.