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   Articles with "fpgas" as a keyword



FIPLib: An Image Processing Library for FPGAs Using High-Level Synthesis

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recommendations! Published in 2025 at "International Journal of Parallel Programming"

DOI: 10.1007/s10766-025-00784-5

Abstract: This paper investigates the use of High-Level Synthesis (HLS) for designing parallel hardware architectures on FPGAs. HLS compilers, like the one used in Vitis HLS, extract the available parallelism so the HLS languages should be… read more here.

Keywords: image processing; fpgas; hls; high level ... See more keywords

Area Optimized Synthesis of Compressor Trees on Xilinx FPGAs Using Generalized Parallel Counters

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recommendations! Published in 2019 at "IEEE Access"

DOI: 10.1109/access.2019.2941985

Abstract: Early compressor trees based on carry-save adders and single-column parallel counters show good performance in ASIC design, but do not adapt well to modern field-programmable gate arrays (FPGAs). Recently, compressor trees built from generalized parallel… read more here.

Keywords: compressor; area; compressor trees; generalized parallel ... See more keywords

Towards Composing Optimized Bi-Directional Multi-Ported Memories for Next-Generation FPGAs

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recommendations! Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.2994882

Abstract: With the proliferation of embedded computing, there has been a dramatic increase in utilization of FPGAs to accelerate real-time compute/data-intensive applications on embedded platforms. FPGA-based designs typically achieve high speed-performance by leveraging parallelism in computations,… read more here.

Keywords: multi ported; memory; multi; ported memories ... See more keywords

A Scalable Emulator for Quantum Fourier Transform Using Multiple-FPGAs With High-Bandwidth-Memory

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3183993

Abstract: Quantum computing is regarded as the future of computing that hopefully provides exponentially large processing power compared to the conventional digital computing. However, current quantum computers do not have the capability to correct errors caused… read more here.

Keywords: emulator; quantum; fpgas; high bandwidth ... See more keywords

FPDeep: Scalable Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters

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recommendations! Published in 2020 at "IEEE Transactions on Computers"

DOI: 10.1109/tc.2020.3000118

Abstract: Deep convolutional Neural Networks (CNNs) have revolutionized numerous applications, but the demand for ever more performance remains unabated. Scaling CNN computations to larger clusters is generally done by distributing tasks in batch mode using methods… read more here.

Keywords: cnn training; acceleration cnn; scalable acceleration; fpdeep scalable ... See more keywords

Shuhai: A Tool for Benchmarking High Bandwidth Memory on FPGAs

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recommendations! Published in 2022 at "IEEE Transactions on Computers"

DOI: 10.1109/tc.2021.3075765

Abstract: FPGAs are starting to incorporate High Bandwidth Memory (HBM) to both reduce the memory bandwidth bottleneck encountered in some applications and to provide more capacity to store application state. However, the overall performance characteristics of… read more here.

Keywords: performance; hbm; fpgas; memory ... See more keywords

Securing SoCs with FPGAs Against Rowhammer Attacks

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recommendations! Published in 2021 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"

DOI: 10.1109/tcad.2021.3102004

Abstract: Heterogeneous SoCs integrate FPGAs and microprocessor cores on the same fabric to accelerate applications such as cryptography and deep learning. Since FPGAs share resources with the microprocessor cores, they can launch non-cacheable SDRAM transactions through… read more here.

Keywords: securing socs; rowhammer attacks; microprocessor sdram; fpgas ... See more keywords

CoaCAD: Correlation-Assisted Computer-Aided Design for Nonvolatile FPGAs

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recommendations! Published in 2025 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"

DOI: 10.1109/tcad.2024.3419048

Abstract: Nonvolatile field-programmable gate arrays (FPGAs) offer advantages in terms of high logic density and near-zero leakage power when contrasted with conventional static random access memory-based FPGAs. However, they have a lifetime issue. To deal with… read more here.

Keywords: configuration files; fpgas; aided design; computer aided ... See more keywords

Implementing Neural Networks on Nonvolatile FPGAs With Reprogramming

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recommendations! Published in 2024 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"

DOI: 10.1109/tcad.2024.3443708

Abstract: NV-FPGAs have attracted significant attention in research due to their high density, low leakage power, and reduced error rates. The nonvolatile memory (NVM) crossbar’s compute-in-memory (CiM) capability further enables NV-FPGAs to execute high-efficiency, high-throughput neural… read more here.

Keywords: task; fpgas; nonvolatile fpgas; networks nonvolatile ... See more keywords

Unified Multiple Constant Multipliers for Dynamic Exchange of Low-Precision Kernels on FPGAs

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recommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"

DOI: 10.1109/tcsii.2021.3130428

Abstract: Recent work has shown that small, fast, and power-efficient multiple constant multiplication (MCM) implementations can be realized on FPGAs rather than requiring specialized embedded multipliers. However, the limited silicon area on FPGAs requires applications such… read more here.

Keywords: topology; exchange; dynamic exchange; fpgas ... See more keywords

Floating Point Calculation of the Cube Function on FPGAs

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recommendations! Published in 2023 at "IEEE Transactions on Parallel and Distributed Systems"

DOI: 10.1109/tpds.2022.3220039

Abstract: Specialized arithmetic units allow fast and efficient computation of lesser used mathematical functions. The overall impact of those units would be negligible in a general purpose processor, as added circuitry makes chips more complex despite… read more here.

Keywords: calculation cube; point calculation; floating point; fpgas ... See more keywords