An efficient parallel machine learning-based blockchain framework
Sign Up to like & getrecommendations! Published in 2021 at "ICT Express"
DOI: 10.1016/j.icte.2021.08.014
Abstract: Abstract The unlimited possibilities of machine learning have been shown in several successful reports and applications. However, how to make sure that the searched results of a machine learning system are not tampered by anyone… read more here.
Keywords: machine; machine learning; framework; learning based ... See more keywords
Energy efficient parallel neuromorphic architectures with approximate arithmetic on FPGA
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2016.09.071
Abstract: In this paper, we present the parallel neuromorphic processor architectures for spiking neural networks on FPGA. The proposed architectures address several critical issues pertaining to efficient parallelization of the update of membrane potentials, on-chip storage… read more here.
Keywords: energy efficient; parallel neuromorphic; energy; approximate arithmetic ... See more keywords
An efficient parallel processing optimal control scheme for a class of nonlinear composite systems
Sign Up to like & getrecommendations! Published in 2017 at "Acta Mathematica Scientia"
DOI: 10.1016/s0252-9602(17)30032-2
Abstract: Abstract This article presents an efficient parallel processing approach for solving the optimal control problem of nonlinear composite systems. In this approach, the original high-order coupled nonlinear two-point boundary value problem (TPBVP) derived from the… read more here.
Keywords: composite systems; control; nonlinear composite; efficient parallel ... See more keywords
Area-Efficient Parallel Multiplication Units for CNN Accelerators With Output Channel Parallelization
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Very Large Scale Integration (VLSI) Systems"
DOI: 10.1109/tvlsi.2023.3235776
Abstract: Many existing studies on accelerating convolutional neural networks (CNNs) use parallel data operation schemes to increase the throughput. This study proposes area-efficient parallel multiplication unit (PMU) designs for a CNN accelerator that uses parallelization on… read more here.
Keywords: parallel multiplication; area efficient; area; pmu designs ... See more keywords
An Efficient Parallel Algorithm for Detecting Packet Filter Conflicts
Sign Up to like & getrecommendations! Published in 2022 at "Algorithms"
DOI: 10.3390/a15070237
Abstract: Advanced network services, such as firewalls, policy-based routing, and virtual private networks, must rely on routers to classify packets into different flows based on packet headers and predefined filter tables. When multiple filters are overlapped,… read more here.
Keywords: packet; detection; conflict detection; parallel conflict ... See more keywords
An Energy-Efficient, Parallel Neighborhood and Adaptation Functions for Hardware Implemented Self-Organizing Maps Applied in Smart Grid
Sign Up to like & getrecommendations! Published in 2020 at "Energies"
DOI: 10.3390/en13051197
Abstract: Smart Grids (SGs) can be successfully supported by Wireless Sensor Networks (WSNs), especially through these consisting of intelligent sensors, which are able to efficiently process the still growing amount of data. We propose a contribution… read more here.
Keywords: energy efficient; energy; neighborhood adaptation; parallel neighborhood ... See more keywords
Nancy: an efficient parallel Network Calculus library
Sign Up to like & getrecommendations! Published in 2022 at "SoftwareX"
DOI: 10.48550/arxiv.2205.11449
Abstract: This paper describes Nancy, a Network Calculus (NC) library that allows users to perform complex min-plus and max-plus algebra operations effi-ciently. To the best of our knowledge, Nancy is the only open-source library that implements… read more here.
Keywords: network calculus; nancy; calculus library; nancy efficient ... See more keywords