Results 61 to 70 of about 370 (180)
IET Smart Cities, Volume 6, Issue 1, Page 10-26, March 2024.The authors explore using IoT devices and TinyML for real‐time farming analytics implemented within a drone‐assisted transfer learning framework. It underlines the need for a balance between accuracy and complexity in model design, signalling a new direction for ML‐enabled smart agriculture and future research.
Ali M. Hayajneh +5 more
wiley +1 more source
BFCO: A BPSO-Based Fine-Grained Communication Optimization Method for MPSoC
IEEE Access, 2018 Fine-grained multithreaded models can provide more opportunities for system performance improvements, but they face large amount of communication overhead. To reduce the communication overhead to improve performance, message aggregation and communication
Xiaomeng Zhang +4 more
doaj +1 more source
Custom Network Quantization Method for Lightweight CNN Acceleration on FPGAs
International Journal of Distributed Sensor Networks, Volume 2024, Issue 1, 2024.The low‐bit quantization can effectively reduce the deep neural network storage as well as the computation costs. Existing quantization methods have yielded unsatisfactory results when being applied to lightweight networks. Additionally, following network quantization, the differences in data types between the operators can cause issues when deploying ...
Lingjie Yi +5 more
wiley +1 more source
Research of Load-adaptive Task Scheduling Algorithm on Heterogeneous MPSoC
工程科学与技术, 2017 :In heterogeneous MPSoC,the parallel tasks were dispatched to each cores by task scheduling algorithm.Therefore,the performance of heterogeneous MPSoC directly was affected by task scheduling algorithm.A novel task scheduling algorithm with load-adaptive
谢盈, 吴尽昭, 熊菊霞, 张晖
doaj
Iraqi Journal for Computer Science and MathematicsRouting techniques (RTs) play a critical role in modern computing systems that use network-on-chip (NoC) communication infrastructure within multiprocessor system-on-chip (MPSoC) platforms.
yousif muhsen +5 more
doaj +1 more source
Hardware Trojans mitigation in MPSoCs
, 2019 Multiprocessor System-on-Chip (MPSoC) has become necessary due to the billions of transistors available to the designer, the need for fast design turnaround times, and the power wall. Thus, present embedded systems are designed with MPSoCs, and one possible way MPSoCs can be realized is through Pipelined MPSoC (PMPSoC) architectures, which are used in ...
openaire +3 more sources
A Game-Theoretic Approach for Run-Time Distributed Optimization on MP-SoC
International Journal of Reconfigurable Computing, 2008 With forecasted hundreds of processing elements (PEs), future embedded systems will be able to handle multiple applications with very diverse running constraints. Systems will integrate distributed decision capabilities. In order to control the power and
Diego Puschini +4 more
doaj +1 more source
Analyses and Optimisations for Pipelined MPSoCs
, 2012 Heterogeneous MultiProcessor System on Chips (MPSoCs) are viable implementation platforms for multimedia. However, optimisation of such platforms for performance, area footprint and energy consumption is a challenge. This thesis explores the paradigm of pipelined MPSoCs, and introduces design-time and run-time optimisations, in the form of an ...
openaire +2 more sources
Formal Verification for Reliability and Performance on Core Coordination of MPSoC
工程科学与技术, 2016 :In order to discover MPSoC's design defect earlier, a formal method for depicting core coordination was proposed, including structural model and logical characterization.
zhanghui, wujinzhao, xieying, caojunyue
doaj
Fuzzy logic based adaptive MPSoC for balanced energy and throughput
Kuwait Journal of Science, 2016 In this paper a Fuzzy logic based Controller has been proposed to reconfigure multi-processor system on chip (MPSoC)architecture according to the workload requirements.
Adeel Ahmad +2 more
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