Results 41 to 50 of about 16,720 (151)
An LLM Accelerator With Bidirectional Microscaling Quantization
IEEE Open Journal of the Solid-State Circuits SocietyLarge language models (LLMs) have achieved remarkable success across vision, text, and video domains, far surpassing traditional neural networks. However, this success is accompanied by enormous memory access and computational demands.
Yang Zhou +5 more
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Optimal sliding mode tracking control of spacecraft formation flying with limited data communication
Advances in Mechanical Engineering, 2018 This article deals with the optimal tracking control problem for spacecraft formation flying via a sliding mode approach in the presence of external disturbances and signal quantization, where both state quantization and input quantization are considered.
Ruixia Liu +3 more
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QSLR: Post-Training Compression via Quantized Sparse and Low-Rank Factorization
IEEE AccessThe growing scale and complexity of transformer-based foundation models have led to significant challenges in deploying them efficiently, particularly on resource-constrained environments.
Eunji Kwon
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Symmetry, Integrability and Geometry: Methods and Applications, 2009 In the first part of the paper we describe the complex geometry of the universal Teichmüller space T, which may be realized as an open subset in the complex Banach space of holomorphic quadratic differentials in the unit disc.
Armen G. Sergeev
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Physics Letters BIn this work we study the canonical quantization of a second-order pseudo-Hermitian field theory for massive spin-1 bosons transforming under the (1, 0)⊕(0, 1) representation of the restricted Lorentz Group and satisfying the Klein-Gordon equation.
Armando De la C. Rangel-Pantoja +2 more
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Canonical Quantization of the Scalar Field: The Measure Theoretic Perspective
Advances in Mathematical Physics, 2015 This review is devoted to measure theoretical methods in the canonical quantization of scalar field theories. We present in some detail the canonical quantization of the free scalar field. We study the measures associated with the free fields and present
José Velhinho
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Digital Communications and NetworksThe Internet of Things (IoT) technology provides data acquisition, transmission, and analysis to control rehabilitation robots, encompassing sensor data from the robots as well as lidar signals for trajectory planning (desired trajectory).
Shilei Tan +3 more
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Custom Network Quantization Method for Lightweight CNN Acceleration on FPGAs
International Journal of Distributed Sensor NetworksThe low-bit quantization can effectively reduce the deep neural network storage as well as the computation costs. Existing quantization methods have yielded unsatisfactory results when being applied to lightweight networks.
Lingjie Yi +4 more
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Unmanned ship heading tracking control strategy with state quantization and input quantization
Zhongguo Jianchuan YanjiuObjectiveThis paper develops a heading tracking design strategy for unmanned ships with state quantization and input quantization in order to address the problem of limited communication at sea for unmanned ships on the water surface.Methods First, a ...
Wei LI, Yu WANG, Jun NING, Zhihui LI
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System of harmonic oscillators in a rotationally-invariant noncommutative phase space
TASK QuarterlyAlgebra with noncommutativity of coordinates and noncommutativity of momenta which is rotationally-invariant and equivalent to noncommutative algebra of the canonical type is considered.
V. M. Tkachuk, Kh. P. Gnatenko
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