Search results for "PGA"
showing 10 items of 244 documents
Fully pipelined real time hardware solution for High Efficiency Video Coding (HEVC) intra prediction
2016
International audience; A fully pipelined hardware accelerator for the High Efficiency Video Coding (HEVC) intra prediction is presented in this paper in order to reduce the computation complexity coming with this module and to accelerate the concerned calculations. Two reconfigurable structures are developed in this paper, the first one concerns angular modes and is identified as Processing Element for Angular (PEA) modes, the other is made in order to handle with the Planar mode and is identified as Processing Element for the Planar (PEP) mode. Each structure is repeated in five paths, that our architecture composed of, working in parallel way. This architecture supports all intra predict…
A HARDWARE SOLUTION FOR HEVC INTRA PREDICTION LOSSLESS CODING
2015
International audience; The lossless coding mode of the High Efficiency Video Coding (HEVC) main profile that bypasses transform, quantization, and in-loop filters is described. Compared to the HEVC non-lossless coding mode, the HEVC lossless coding mode provides perfect fidelity and an average bit-rate reduction of 3.2%–13.2%. It also significantly outperforms the existing lossless compression solutions, such as JPEG2000 and JPEG-LS for images as well as WinRAR for data archiving. A fully parallel-based solution is presented in this paper in order to reduce processing time and computation complexity resulting from intra prediction. Two higher performance structures are designed to perform …
Brief an Garlieb H. Merkel
1797
Ms. 930a, Nr. 6, Bl. 15r-16r Bruiningk, Karl Axel Christer Freiherr von. Brief an Garlieb H. Merkel, Halle, den 3. Oct[ober] 1797 Autora rokraksts / Autograph, vācu val. / Deutsch, [3] lpp. / S. Attēlu numuri / Bildnummern: 930a-006-1 – 930a-006-2-3 Der spätere Verfechter für die Bauernbefreiung in Livland und Reformer landwirtschaftlicher Methoden Karl Alexander Christer von Bruiningk drückt im Alter von 16 Jahren Merkel gegenüber seinen Dank und seine Bewunderung aus. Zum Zeitpunkt des Schreibens befindet sich der Autor im „Königlichen Pädagogium“ in Halle, also einem Teil der Franckeschen Stiftungen. Diese Muster-Bildungsanstalt war einer der Stationen von Bruiningks Bildungsweg, die meh…
Deep Convolutional Neural Network Based Object Detection Inference Acceleration Using FPGA
2022
Object detection is one of the most challenging yet essential computer vision research areas. It means labeling and localizing all known objects of interest on an input image using tightly fit rectangular bounding boxes around the objects. Object detection, having passed through several evolutions and progressions, nowadays relies on the successes of image classification networks based on deep convolutional neural networks. However, as the depth and complication of convolutional neural networks increased, detection speed reduced, and accuracy increased. Unfortunately, most computer vision applications, such as real-time object tracking on an embedded system, requires lightweight, fast and a…
A Novel Systolic Parallel Hardware Architecture for the FPGA Acceleration of Feedforward Neural Networks
2019
New chips for machine learning applications appear, they are tuned for a specific topology, being efficient by using highly parallel designs at the cost of high power or large complex devices. However, the computational demands of deep neural networks require flexible and efficient hardware architectures able to fit different applications, neural network types, number of inputs, outputs, layers, and units in each layer, making the migration from software to hardware easy. This paper describes novel hardware implementing any feedforward neural network (FFNN): multilayer perceptron, autoencoder, and logistic regression. The architecture admits an arbitrary input and output number, units in la…
A Specialized Architecture for Color Image Edge Detection Based on Clifford Algebra
2013
Edge detection of color images is usually performed by applying the traditional techniques for gray-scale images to the three color channels separately. However, human visual perception does not differentiate colors and processes the image as a whole. Recently, new methods have been proposed that treat RGB color triples as vectors and color images as vector fields. In these approaches, edge detection is obtained extending the classical pattern matching and convolution techniques to vector fields. This paper proposes a hardware implementation of an edge detection method for color images that exploits the definition of geometric product of vectors given in the Clifford algebra framework to ex…
Communication Interface Generation For HW/SW Architecture In The STARSoC Environment
2006
Mapping the application functionality to software and hardware requires automated methods to specify, generate and optimize the hardware, software, and the interface architectures between them. In this paper, we present a methodology flow to hardware-software communication synthesis for system-on-a-chip (SoC) design through STARSoC (Synthesis Tool for Adaptive and Reconfigurable System-on-a-Chip) tool for rapid prototyping. Our concept consists of a set of hardware and software processes, described in C-code, communicates through the streams channels. This methodology consists in analyzing dependences of data between processes and synthesis a custom architecture to interface it. Firstly, we…
Instanton Counting, Quantum Geometry and Algebra
2020
The aim of this memoir for "Habilitation \`a Diriger des Recherches" is to present quantum geometric and algebraic aspects of supersymmetric gauge theory, which emerge from non-perturbative nature of the vacuum structure induced by instantons. We start with a brief summary of the equivariant localization of the instanton moduli space, and show how to obtain the instanton partition function and its generalization to quiver gauge theory and supergroup gauge theory in three ways: the equivariant index formula, the contour integral formula, and the combinatorial formula. We then explore the geometric description of $\mathcal{N} = 2$ gauge theory based on Seiberg-Witten geometry together with it…
An MDE Approach for Rapid Prototyping and Implementation of Dynamic Reconfigurable Systems
2015
This article presents a co-design methodology based on RecoMARTE, an extension to the well-known UML MARTE profile, which is used for the specification and automatic generation of Dynamic and Partially Reconfigurable Systems-on-Chip (DRSoC). This endeavor is part of a larger framework in which Model-Driven Engineering (MDE) techniques are extensively used for modeling and via model transformations, generating executable models, which are exploited by implementation tools to create reconfigurable systems. More specifically, the methodological aspects presented in this article are concerned with expediting the conception and implementation of the hardware platform and the integration of corre…
Bibliotēkas izveide pakalpojuma sniedzēja pierakstīšanās funkcionalitātes ar identitātes sniedzēja imitāciju testēšanai
2021
Kvalifikācijas darbā “Bibliotēkas izveide pakalpojuma sniedzēja pierakstīšanās funkcionalitātes ar identitātes sniedzēja imitāciju testēšanai” šī darba autors ir izveidojis testēšanas bibliotēku, ar kuras palīdzību lietotājs var uzģenerēt korektu SAML 2.0 apgalvojumu un atbildi, ko lietotājs var nosūtīt savam izvēlētajam pakalpojuma sniedzējam, lai pierakstītos pakalpojuma sniedzēja produktā. Šī bibliotēka atvieglo automatizēto lietotājsaskarņu testēšanas procesu sekojošos veidos: - Samazina lietotājsaskarņu testa soļu daudzumu (Selenium komandas), kas uzlabo testu stabilitāti; - Noņem testu atkarību no trešo pušu pakalpojumu sniedzējiem; - Atļauj dinamiski mainīt sistēmas lietotāju atribūt…