Search Results - Algorithms implemented in hardware General Terms Algorithm
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Scalable algorithm simplification using quantum AND logic
ISSN: 1745-2473, 1745-2481Published: London Nature Publishing Group 01.01.2023Published in Nature physics (01.01.2023)“…Implementing quantum algorithms on realistic devices requires translating high-level global operations into sequences of hardware-native logic gates, a process known as quantum compiling…”
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An Efficient Training Accelerator for Transformers With Hardware-Algorithm Co-Optimization
ISSN: 1063-8210, 1557-9999Published: New York IEEE 01.11.2023Published in IEEE transactions on very large scale integration (VLSI) systems (01.11.2023)“… To address these issues, we propose an Efficient Training Accelerator for TRansformers (TRETA) through a hardware-algorithm co-optimization strategy…”
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FSpGEMM: A Framework for Accelerating Sparse General Matrix-Matrix Multiplication Using Gustavson's Algorithm on FPGAs
ISSN: 1063-8210, 1557-9999Published: New York IEEE 01.04.2024Published in IEEE transactions on very large scale integration (VLSI) systems (01.04.2024)“… and costly operations or Gustavson's algorithm with a cache-based hardware architecture suffering from long-latency cache…”
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Dolphin swarm algorithm
ISSN: 2095-9184, 2095-9230Published: Hangzhou Zhejiang University Press 01.08.2016Published in Frontiers of information technology & electronic engineering (01.08.2016)“… At present, there are many well-implemented algorithms, such as particle swarm optimization, genetic algorithm, artificial bee colony algorithm, and ant colony optimization…”
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Investigating the performance of Hadoop and Spark platforms on machine learning algorithms
ISSN: 0920-8542, 1573-0484Published: New York Springer US 01.02.2021Published in The Journal of supercomputing (01.02.2021)“… Hence, the K-nearest neighbor (KNN) algorithm is implemented on datasets with different sizes within both Hadoop and Spark frameworks…”
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Optimized Algorithms and Hardware Implementation of Median Filter for Image Processing
ISSN: 0278-081X, 1531-5878Published: New York Springer US 01.09.2023Published in Circuits, systems, and signal processing (01.09.2023)“…Image processing algorithms are essential for clarifying the image and improving the ability to recognize distinct characteristics of the image…”
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An efficient binary chaotic symbiotic organisms search algorithm approaches for feature selection problems
ISSN: 0920-8542, 1573-0484Published: New York Springer US 01.08.2021Published in The Journal of supercomputing (01.08.2021)“… Feature selection methods and feature reduction in a dataset must consider the accuracy of the classifying algorithms…”
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Performance analysis of Vedic mathematics algorithms on re-configurable hardware platform
ISSN: 0256-2499, 0973-7677Published: New Delhi Springer India 01.06.2021Published in Sadhana (Bangalore) (01.06.2021)“…) platforms, arithmetic units, all must be efficient in terms of speed, power, and area. Multipliers and dividers are inevitable hardware employed in such systems…”
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A novel marine predator algorithm for path planning of UAVs
ISSN: 1573-0484, 0920-8542, 1573-0484Published: New York Springer US 18.02.2025Published in The Journal of supercomputing (18.02.2025)“… In terms of UAV technology, exploring and optimizing path planning for UAVs occupy a prominent research position…”
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Parallel design of SFO optimization algorithm based on FPGA
ISSN: 0920-8542, 1573-0484Published: New York Springer US 01.05.2024Published in The Journal of supercomputing (01.05.2024)“…Taking a lot of time to solve optimization problems has become a challenge for metaheuristic algorithms…”
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Design of a BIST implemented AES crypto-processor ASIC
ISSN: 1932-6203, 1932-6203Published: United States Public Library of Science 16.11.2021Published in PloS one (16.11.2021)“… and it outperforms all other existing cryptographic algorithms. Its hardware implementation offers much higher speed and physical security than that of its software implementation…”
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An artificial neuron implemented on an actual quantum processor
ISSN: 2056-6387, 2056-6387Published: London Nature Publishing Group UK 29.03.2019Published in npj quantum information (29.03.2019)“…Artificial neural networks are the heart of machine learning algorithms and artificial intelligence…”
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A hybrid hardware oriented motion estimation algorithm for HEVC/H.265
ISSN: 1861-8200, 1861-8219Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.06.2021Published in Journal of real-time image processing (01.06.2021)“…) and Application Specific Integrated Circuit (ASIC) platforms is inevitable. This paper proposes a fast hybrid search pattern algorithm and its hardware architecture for encoding UHD videos…”
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Hardware-Efficient, Fault-Tolerant Quantum Computation with Rydberg Atoms
ISSN: 2160-3308, 2160-3308Published: College Park American Physical Society 01.06.2022Published in Physical review. X (01.06.2022)“… computer and propose hardware-efficient, fault-tolerant quantum computation schemes that mitigate them. Notably, we develop a novel and distinctly efficient method…”
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Hybrid CPU–GPU implementation of the transformed spatial domain channel estimation algorithm for mmWave MIMO systems
ISSN: 0920-8542, 1573-0484Published: New York Springer US 01.06.2023Published in The Journal of supercomputing (01.06.2023)“…Hybrid platforms combining multicore central processing units (CPU) with many-core hardware accelerators such as graphic processing units (GPU…”
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Using intelligent technology and real-time feedback algorithm to improve manufacturing process in IoT semiconductor industry
ISSN: 0920-8542, 1573-0484Published: New York Springer US 01.05.2021Published in The Journal of supercomputing (01.05.2021)“… A real-time feedback algorithm is employed to ensure that each product lot is manufactured using optimized process parameters…”
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A parallel genetic algorithm for adaptive hardware and its application to ECG signal classification
ISSN: 0941-0643, 1433-3058Published: London Springer-Verlag 01.06.2013Published in Neural computing & applications (01.06.2013)“…This paper presents a parallel genetic algorithm (GA) called the cellular compact genetic algorithm (c-cGA…”
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Switching algorithm in listen-and-talk-based MAC protocols for full-duplex cognitive radio networks with type 2 fuzzy cooperative spectrum sensing
ISSN: 0920-8542, 1573-0484Published: New York Springer US 01.12.2023Published in The Journal of supercomputing (01.12.2023)“…The deployment of long-term evolution systems in an unauthorized spectrum provided a credible solution to manage accelerating network data traffic…”
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HFIM: a Spark-based hybrid frequent itemset mining algorithm for big data processing
ISSN: 0920-8542, 1573-0484Published: New York Springer US 01.08.2017Published in The Journal of supercomputing (01.08.2017)“… Apriori algorithm is an iterative algorithm, which is used to find frequent itemsets from transactional dataset…”
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Neural Error Mitigation of Near-Term Quantum Simulations
ISSN: 2522-5839, 2522-5839Published: London Nature Publishing Group UK 01.07.2022Published in Nature machine intelligence (01.07.2022)“… However, near-term approaches are constrained by the effects of noise, as well as the limited resources of near-term quantum hardware…”
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