Results 21 to 30 of about 21,585 (298)
Metrics, Noise Propagation Models, and Design Framework for Floating-Point Approximate Computing
IEEE Access, 2021 Approximate computing has emerged as an efficient solution for energy saving at the expense of calculation accuracy, especially for floating-point operation intensive applications, which have urgent demands for some uniform design frameworks for floating-
Yiyao Xiang +4 more
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, 2022 Resumen La suma es la operación clave en los sistemas digitales y el sumador de punto flotante se usa con frecuencia para la suma de números reales porque la representación de punto flotante proporciona un amplio rango dinámico.
Guerrero Eufracio, Elsa Denise +5 more
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BitFlow-Net: Toward Fully Binarized Convolutional Neural Networks
IEEE Access, 2019 Binarization can greatly compress and accelerate deep convolutional neural networks (CNNs) for real-time industrial applications. However, existing binarized CNNs (BCNNs) rely on scaling factor (SF) and batch normalization (BatchNorm) that still involve ...
Lijun Wu +6 more
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Numerical behavior of NVIDIA tensor cores [PDF]
PeerJ Computer Science, 2021 We explore the floating-point arithmetic implemented in the NVIDIA tensor cores, which are hardware accelerators for mixed-precision matrix multiplication available on the Volta, Turing, and Ampere microarchitectures.
Massimiliano Fasi +3 more
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Journal of Problems in Computer Science and Information Technologies, 2023 It has been proven that a quantum computer is superior to an electronic com puter in solving some NP problems. Based on quantum operations, this article proposes a new quantum sum and quantum multiplication, and then the floating point quantum ...
Aksultan Mukhanbet +2 more
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SensorsThe rapid advancement in AI requires efficient accelerators for training on edge devices, which often face challenges related to the high hardware costs of floating-point arithmetic operations.
Muhammad Junaid +5 more
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DESIGN AND PERFORMANCE ANALYSIS OF TERNARY LOGIC BASED ALU USING DOUBLE PRECISION FLOATING POINT [PDF]
Proceedings on Engineering SciencesIn digital circuits, particularly space signal applications, the detection/estimation of phase (angle) like milli degree is challenging and involves many complex operations.
Nagarathna R , A R Aswatha
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An Efficient Implementation of the Sign LMS Algorithm Using Block Floating Point Format
EURASIP Journal on Advances in Signal Processing, 2007 An efficient scheme is presented for implementing the sign LMS algorithm in block floating point format, which permits processing of data over a wide dynamic range at a processor complexity and cost as low as that of a fixed point processor.
Lee Moon Ho +2 more
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On Subnormal Floating Point and Abnormal Timing [PDF]
, 2015 -We identify a timing channel in the floating point instructions of modern x86 processors: the running time of floating point addition and multiplication instructions can vary by two orders of magnitude depending on their operands. We develop a benchmark
Sorin Lerner +5 more
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Algorithms for estimating modular numbers in floating-point arithmetic
Наука. Инновации. Технологии, 2022 In the residue number system (RNS), the operations of addition, subtraction, and multiplication are executed in parallel for different digits (residues) of the modular numbers.
Konstantin Sergeevich Isupov
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