Search: hardware accelerator — Academic Articles

Noise-augmented chaotic Ising machines for combinatorial optimization and sampling

Kyle Lee, Shuvro Chowdhury, Kerem Y. Camsari • Communications Physics (2025)

Abstract Ising machines are hardware accelerators for combinatorial optimization and probabilistic sampling, using stochasticity to explore spin configurations and avoid local minima. We refine the previously proposed coupled chaotic bits (...

DOAJ Open Access (DOAJ) DOI: 10.1038/s42005-025-01945-1

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Computer vision algorithms and hardware implementations: A survey

Xin Feng, Youni Jiang, Xuejiao Yang, Ming Du et al. • Integration (2019)

The field of computer vision is experiencing a great-leap-forward development today. This paper aims at providing a comprehensive survey of the recent progress on computer vision algorithms and their corresponding hardware implementations. ...

OPENALEX cc-by DOI: https://doi.org/10.1016/j.vlsi.2019.07.005

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Optimization of Communication Schemes for DMA-Controlled Accelerators

Jooho Wang, Sungkyung Park, Chester Sungchung Park • IEEE Access (2021)

The hardware accelerator controlled by direct memory access (DMA) is greatly influenced by the communication bandwidth from/to DRAM through on-chip buses. This paper proposes a novel performance estimation algorithm to optimize the communic...

DOAJ Open Access (DOAJ) DOI: 10.1109/ACCESS.2021.3118094

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Trinity: In-Database Near-Data Machine Learning Acceleration Platform for Advanced Data Analytics

Ji-Hoon Kim, Seunghee Han, Kwanghyun Park, Soo-Young Ji et al. • IEEE Access (2024)

The ability to perform machine learning (ML) tasks in a database management system (DBMS) is a new paradigm for conventional database systems as it enables advanced data analytics on top of well-established capabilities of DBMSs. However, t...

DOAJ Open Access (DOAJ) DOI: 10.1109/ACCESS.2023.3347725

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Academic Articles & Research Papers

Noise-augmented chaotic Ising machines for combinatorial optimization and sampling

Computer vision algorithms and hardware implementations: A survey

Optimization of Communication Schemes for DMA-Controlled Accelerators

Trinity: In-Database Near-Data Machine Learning Acceleration Platform for Advanced Data Analytics