A Fused Floating-Point Four-Term Dot Product Unit

IEEE Transactions on Circuits and Systems I Regular Papers ◽

10.1109/tcsi.2016.2525042 ◽

2016 ◽

Vol 63 (3) ◽

pp. 370-378 ◽

Author(s):

Jongwook Sohn ◽

Earl E. Swartzlander

Keyword(s):

Floating Point ◽

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Accelerating Spike-by-Spike Neural Networks on FPGA with Hybrid Custom Floating-Point and Logarithmic Dot-Product Approximation

IEEE Access ◽

10.1109/access.2021.3085216 ◽

2021 ◽

pp. 1-1

Author(s):

Yarib Nevarez ◽

David Rotermund ◽

Klaus R. Pawelzik ◽

Alberto Garcia-Ortiz

Keyword(s):

Neural Networks ◽

Floating Point ◽

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Optimized Fused Floating-Point Many-Term Dot-Product Hardware for Machine Learning Accelerators

2019 IEEE 26th Symposium on Computer Arithmetic (ARITH) ◽

10.1109/arith.2019.00021 ◽

2019 ◽

Author(s):

Himanshu Kaul ◽

Mark Anders ◽

Sanu Mathew ◽

Seongjong Kim ◽

Ram Krishnamurthy

Keyword(s):

Machine Learning ◽

Floating Point ◽

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An FPGA-based floating-point processor array supporting a high-precision dot product

2006 IEEE International Conference on Field Programmable Technology ◽

10.1109/fpt.2006.270337 ◽

2006 ◽

Author(s):

Fritz Mayer-Lindenberg ◽

Valerij Beller

Keyword(s):

High Precision ◽

Floating Point ◽

Processor Array ◽

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Improved Architectures for a Floating-Point Fused Dot Product Unit

2013 IEEE 21st Symposium on Computer Arithmetic ◽

10.1109/arith.2013.26 ◽

2013 ◽

Author(s):

Jongwook Sohn ◽

E. E. Swartzlander

Keyword(s):

Floating Point ◽

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A high speed floating point dot product unit

2014 International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT) ◽

10.1109/icicict.2014.6781299 ◽

2014 ◽

Author(s):

Akash Kumar Gupta ◽

Birendra Biswal

Keyword(s):

Floating Point ◽

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A new architecture for accurate dot product of floating point numbers

The 2010 International Conference on Computer Engineering & Systems ◽

10.1109/icces.2010.5674841 ◽

2010 ◽

Author(s):

Ahmad M. Zaki ◽

Mohamed H. El-Shafey ◽

Ayman M. Bahaa Eldin ◽

Gamal M. Ali

Keyword(s):

Floating Point ◽

Dot Product ◽

Floating Point Numbers

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Accurate summation, dot product and polynomial evaluation in complex floating point arithmetic

Information and Computation ◽

10.1016/j.ic.2011.09.003 ◽

2012 ◽

Vol 216 ◽

pp. 57-71 ◽

Author(s):

Stef Graillat ◽

Valérie Ménissier-Morain

Keyword(s):

Floating Point ◽

Polynomial Evaluation ◽

Floating Point Arithmetic ◽

Dot Product ◽

Point Arithmetic

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FPGA implementation of an exact dot product and its application in variable-precision floating-point arithmetic

The Journal of Supercomputing ◽

10.1007/s11227-012-0860-0 ◽

2013 ◽

Vol 64 (2) ◽

pp. 580-605 ◽

Author(s):

Yuanwu Lei ◽

Yong Dou ◽

Yazhuo Dong ◽

Jie Zhou ◽

Fei Xia

Keyword(s):

Fpga Implementation ◽

Floating Point ◽

Floating Point Arithmetic ◽

Variable Precision ◽

Dot Product ◽

Exact Dot Product ◽

Point Arithmetic

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A floating-point fused dot-product unit

2008 IEEE International Conference on Computer Design ◽

10.1109/iccd.2008.4751896 ◽

2008 ◽

Author(s):

Hani H. Saleh ◽

Earl E. Swartzlander

Keyword(s):

Floating Point ◽

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Peak Performance Model for a Custom Precision Floating-Point Dot Product on FPGAs

Euro-Par 2010 Parallel Processing Workshops - Lecture Notes in Computer Science ◽

10.1007/978-3-642-21878-1_49 ◽

2011 ◽

pp. 399-406 ◽

Author(s):

Manfred Mücke ◽

Bernd Lesser ◽

Wilfried N. Gansterer

Keyword(s):

Performance Model ◽

Floating Point ◽

Peak Performance ◽

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