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A comprehensive review of convolutional neural networks for defect detection in industrial applications
Quality inspection and defect detection remain critical challenges across diverse industrial
applications. Driven by advancements in Deep Learning, Convolutional Neural Networks …
applications. Driven by advancements in Deep Learning, Convolutional Neural Networks …
[HTML][HTML] Sustainable machine vision for industry 4.0: a comprehensive review of convolutional neural networks and hardware accelerators in computer vision
M Hussain - AI, 2024 - mdpi.com
As manifestations of Industry 4.0. become visible across various applications, one key and
opportune area of development are quality inspection processes and defect detection. Over …
opportune area of development are quality inspection processes and defect detection. Over …
Smappic: Scalable multi-fpga architecture prototype platform in the cloud
Traditionally, architecture prototypes are built on top of FPGA infrastructure, with two
associated problems. First, very large FPGAs are prohibitively expensive for most people …
associated problems. First, very large FPGAs are prohibitively expensive for most people …
Challenges in large FPGA-based logic emulation systems
WNN Hung, R Sun - Proceedings of the 2018 International Symposium …, 2018 - dl.acm.org
Functional verification is an important aspect of electronic design automation. Traditionally,
simulation at the register transfer-level has been the mainstream functional verification …
simulation at the register transfer-level has been the mainstream functional verification …
Cycle-accurate multi-FPGA platform for accelerated emulation of large on-chip networks
AY Romanov, A Lerner, AA Amerikanov - The Journal of Supercomputing, 2024 - Springer
On-chip networks (NoCs) have become a popular choice for designing large multiprocessor
architectures. Software-based emulation is often used to perform the design verification …
architectures. Software-based emulation is often used to perform the design verification …
[HTML][HTML] Revisiting the high-performance reconfigurable computing for future datacenters
Modern datacenters are reinforcing the computational power and energy efficiency by
assimilating field programmable gate arrays (FPGAs). The sustainability of this large-scale …
assimilating field programmable gate arrays (FPGAs). The sustainability of this large-scale …
Emulation and verification framework for MPSoC based on NoC and RISC-V
Nowadays, embedded systems have multiprocessing capabilities to meet the complexity of
modern applications, such as signal processing and multimedia. However, as the …
modern applications, such as signal processing and multimedia. However, as the …
Time-division multiplexing based system-level FPGA routing for logic verification
P Zou, Z Lin, X Shi, Y Wu, J Chen, J Yu… - 2020 57th ACM/IEEE …, 2020 - ieeexplore.ieee.org
Multi-FPGA prototy** is widely used for modern VLSI verification, but the limited number of
inter-FPGA connections in a multi-FPGA system may cause routing failures. As a result, the …
inter-FPGA connections in a multi-FPGA system may cause routing failures. As a result, the …
Task map** and mesh topology exploration for an FPGA-based network on chip
K Pang, V Fresse, S Yao, OA De Lima Jr - Microprocessors and …, 2015 - Elsevier
Task map** strategies on NoC (Network-on-Chip) have a huge impact on the timing
performance and power consumption. So does the topology. In this paper, we describe the …
performance and power consumption. So does the topology. In this paper, we describe the …
On a consistency testing model and strategy for revealing RISC processor's dark instructions and vulnerabilities
Y Wang, P Liu, W Wang, X Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
One major security vulnerability of a microprocessor can be attributed to its underlying
instruction set architecture (ISA). Generally, it is required that no secret instructions be …
instruction set architecture (ISA). Generally, it is required that no secret instructions be …