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Hardware Acceleration

Hardware Acceleration of Computer Vision and Deep Learning Algorithms on the Edge using OpenCL

Hardware Acceleration of Computer Vision and Deep Learning Algorithms on the Edge using OpenCL

... Machine vision using CNN is a key application in Industrial automation environment, enabling real time as well as offline analytics. A lot of processing is required in real time, and in high speed environment variable ...

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SYSTEM-ON-A-CHIP (SOC)-BASED HARDWARE ACCELERATION FOR HUMAN ACTION RECOGNITION WITH CORE COMPONENTS

SYSTEM-ON-A-CHIP (SOC)-BASED HARDWARE ACCELERATION FOR HUMAN ACTION RECOGNITION WITH CORE COMPONENTS

... A traditional hardware acceleration system is implemented with two chips: an ac- celerator and a host processor. As discussed above, depending on the type of ap- plication, the accelerator could be an FPGA, ...

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System on a Chip (SoC) Based Hardware Acceleration  for Video Codec

System on a Chip (SoC) Based Hardware Acceleration for Video Codec

... As shown in Figure 2, the x-axis stands for the loop round of software application while the y-axis represents cycles per loop. Points on the figure stand for the corre- sponding software functions. It is shown that the ...

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Open, Elastic Provisioning of Hardware Acceleration in NFV Environments

Open, Elastic Provisioning of Hardware Acceleration in NFV Environments

... Elastic Provisioning of Hardware Acceleration Resources in NFV Environments.. Use Case Separation[r] ...

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Hardware Acceleration of SVM classifier using Zynq SoC FPGA

Hardware Acceleration of SVM classifier using Zynq SoC FPGA

... computing hardware mostly on ...the hardware acceleration of vector operations of SVM was analysed and better performance was ...of hardware accelerations using arithmetic and logic units ...

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Hardware Acceleration on Cloud Services: The use of Restricted Boltzmann Machines on Handwritten Digits Recognition

Hardware Acceleration on Cloud Services: The use of Restricted Boltzmann Machines on Handwritten Digits Recognition

... (ii) Hardware-only Configuration: a small number of NNs implemented in hardware (hNN) is available to all server threads and is shared among ...The hardware accelerator is based on a powerful FPGA ...

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PC Grade Parallel Processing and Hardware Acceleration for Large Scale Data Analysis

PC Grade Parallel Processing and Hardware Acceleration for Large Scale Data Analysis

... In addition to the review on basic conceptions and methods in GPGPU, two key differences between GPU programming and CPU programming, flow control based on branching operations and data structures based on physical ...

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VHDL auto-generation tool for optimized hardware acceleration of convolutional neural networks on FPGA (VGT)

VHDL auto-generation tool for optimized hardware acceleration of convolutional neural networks on FPGA (VGT)

... of hardware designs, where program- mers specify their algorithm details using a number of parallel processes that operate on vectors of binary signals and simple integer data types derived from ...the ...

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Hardware Acceleration of Histogram Equalization and Image Sharpening Filter on NIOS II Processor Based SOC on FPGA

Hardware Acceleration of Histogram Equalization and Image Sharpening Filter on NIOS II Processor Based SOC on FPGA

... Clearing the histogram table, incrementing the histogram count at the location of the addressed by the pixel value in the histogram table and in the end compute the cumulative distribution function for the equalization ...

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A High-speed Inter-process Communication Architecture for FPGA-based Hardware Acceleration of Molecular Dynamics. Christopher John Comis

A High-speed Inter-process Communication Architecture for FPGA-based Hardware Acceleration of Molecular Dynamics. Christopher John Comis

... in that from the communication thread, the same FSL read and write calls are used. How- ever, because data must now be relayed off chip, additional hardware support is necessary. Previous work implements a ...

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Hardware Acceleration of Protocol Identification

Hardware Acceleration of Protocol Identification

... Na z´ akladˇ e anal´ yzy existuj´ıc´ıch klasifik´ ator˚ u byl zvolen klasifik´ ator zaloˇ zen´ y na rozhodo- vac´ıch stromech. Existuj´ıc´ı implementace See5 splˇ nuje vˇ sechny vlastnosti, kter´ e byly po kla- sifik´ ...

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Towards Efficient Hardware Acceleration of Deep Neural Networks on FPGA

Towards Efficient Hardware Acceleration of Deep Neural Networks on FPGA

... Field Programmable Gate Arrays (FPGAs) have shown massive speedup potential for a wide range of applications. Their ability to support highly parallel designs, coupled with their re- programmability have made them very ...

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Hardware Acceleration Technologies in Computer Algebra: Challenges and Impact

Hardware Acceleration Technologies in Computer Algebra: Challenges and Impact

... kernel call the number of thread-blocks and the number of threads per thread-block. The different types of components of an MMM program are depicted on Figure 3.1. Scheduling and synchronization. At run time, an MMM ...

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Hardware Acceleration of Network

Intrusion Detection System Using

FPGA

Hardware Acceleration of Network Intrusion Detection System Using FPGA

... FPGA hardware with Xilinx Virtex XCV2000E-8 FPGA in order to reduce the amount of network traffic forwarded to Snort SB-NIDS for pattern search in packet ...matching hardware design on FPGA presented in ...

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Hardware Acceleration of Hamming Code: Design of Runtime Reconfigurable FPGA Prototype

Hardware Acceleration of Hamming Code: Design of Runtime Reconfigurable FPGA Prototype

... Digital communications has helped us achieve two way conversations in digital domain, in which messages are encoded into the communication channel and then decoded at the receiver end. During the transfer of message, the ...

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Hardware acceleration of network intrusion detection and prevention

Hardware acceleration of network intrusion detection and prevention

... A hardware-based reassembly system was proposed that takes advantage of the fact that out-of-sequence packets are rare under normal circumstances by carrying out target-based reassembly of the affected streams in ...

197

Photon acceleration in vacuum

Photon acceleration in vacuum

... We have described here a new process associated with the nonlinear optical properties of the electromagnetic vacuum, as predicted by quantum electrody- namics. This can be called photon acceleration in vacuum, and ...

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Server Acceleration Technology

Server Acceleration Technology

... DatacenterBlade ® TwinBlade ® Double-Sided Storage ® Highest Capacity up to 72x 3.5” Hot-swap HDDs in 4U Datacenter Optimized Datacenter PUE < 1.1 47°C Ambient Server Solutions. Twin[r] ...

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Constructive acceleration and cost

Constructive acceleration and cost

... constructive acceleration remains firmly established and has developed into a well-known and relatively common claim on construction projects in the United ...

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