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作者:Barry de Bruin , Zoran Zivkovic , Henk Corporaal
来源:[J].Microprocessors and Microsystems(IF 0.549), 2020, Vol.72
摘要:Abstract(#br)We introduce an Artificial Neural Network (ANN) quantization methodology for platforms without wide accumulation registers. This enables fixed-point model deployment on embedded compute platforms that are not specifically designed for large kernel computations (...
作者:... Lech Jóźwiak , Henk Corporaal , Rosilde Corvino
来源:[J].Microprocessors and Microsystems(IF 0.549), 2017, Vol.51, pp.114-133
摘要:Abstract(#br)The design of high-performance application-specific multi-core processor systems still is a time consuming task which involves many manual steps and decisions that need to be performed by experienced design engineers. The ASAM project sought to change this by proposi...
作者:... Roel Jordans , Henk Corporaal , Albert-Jan Boonstra
来源:[J].Microprocessors and Microsystems(IF 0.549), 2019, Vol.71
摘要:Abstract(#br)The conventional approach of moving data to the CPU for computation has become a significant performance bottleneck for emerging scale-out data-intensive applications due to their limited data reuse. At the same time, the advancement in 3D integration technologi...
作者:... Aki Härmä , Hamid Aghajan , Henk Corporaal
来源:[J].Information Fusion(IF 2.262), 2015, Vol.21, pp.68-81
摘要:Abstract(#br)In smart environments, the embedded sensing systems should intelligently adapt to the behavior of the users. Many interesting types of behavior are characterized by repetition of actions such as certain activities or movements. A generic methodology to detect and cla...
作者:... Akash Kumar , Yajun Ha , Henk Corporaal
来源:[J].Microprocessors and Microsystems(IF 0.549), 2015, Vol.39 (8), pp.998-1011
摘要:Abstract(#br)Volume image registration remains one of the best candidates for Graphics Processing Unit (GPU) acceleration because of its enormous computation time and plentiful data-level parallelism. However, an efficient GPU implementation for image registration is still c...
作者:Henk Corporaal
来源:[J].Journal of Systems Architecture(IF 0.724), 1999, Vol.45 (12), pp.949-973
摘要:Abstract(#br)A common approach to enhance the performance of processors is to increase the number of function units which operate concurrently. We observe this development in all recent general purpose superscalar processors, and in VLIW (very long instruction word) processors us...
作者:... Lech Jóźwiak , Henk Corporaal , Felipe Augusto Chies
来源:[J].Microprocessors and Microsystems(IF 0.549), 2014, Vol.38 (8), pp.947-959
摘要:Abstract(#br)Numerous applications in important domains, such as communication and multimedia, show a significant data-level parallelism (DLP). A large part of the DLP is usually exploited through application vectorization and implementation of vector operations in processors exe...
作者:Andrea G.M Cilio , Henk Corporaal
来源:[J].Future Generation Computer Systems(IF 1.864), 2000, Vol.16 (5), pp.503-511
摘要:Abstract(#br)The use of a standard binary format in the later part of code generation promotes efficiency and interchangeability of tools, but leaves little information on the source file in the machine code representation. We propose a new approach to code generation, based on a...
作者:Ireneusz Karkowski , Henk Corporaal
来源:[J].Future Generation Computer Systems(IF 1.864), 1998, Vol.13 (4), pp.407-416
摘要:Abstract(#br)Previous research has shown existence of a huge potential of the coarse-grain parallelism in programs. This parallelism is however not always easy to exploit, especially, when applying today's parallelizing compilers to typical applications from the “embedded” d...
作者:Jari Heikkinen , Jarmo Takala , Henk Corporaal
来源:[J].Microprocessors and Microsystems(IF 0.549), 2008, Vol.33 (2), pp.139-153
摘要:Abstract(#br)The size of the program code has become a critical design constraint in embedded systems, especially in handheld devices. Large program codes require large memories, which increase the size and cost of the chip. In addition, the power consumption is increased due to ...

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