Sökning: "Field Programmable Gate Arrays FPGA"

Visar resultat 1 - 5 av 39 uppsatser innehållade orden Field Programmable Gate Arrays FPGA.

1. 1. Deep Learning Model Deployment for Spaceborne Reconfigurable Hardware : A flexible acceleration approach

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Javier Ferre Martin; [2023]
   Nyckelord :Space Situational Awareness; Deep Learning; Convolutional Neural Networks; FieldProgrammable Gate Arrays; System-On-Chip; Computer Vision; Dynamic Partial Reconfiguration; High-Level Synthesis; Rymdsituationstänksamhet; Djupinlärning; Konvolutionsnätverk; Omkonfigurerbara Field-Programmable Gate Arrays FPGAs ; System-On-Chip SoC ; Datorseende; Dynamisk partiell omkonfigurering; Högnivåsyntes.;

   Sammanfattning : Space debris and space situational awareness (SSA) have become growing concerns for national security and the sustainability of space operations, where timely detection and tracking of space objects is critical in preventing collision events. Traditional computer-vision algorithms have been used extensively to solve detection and tracking problems in flight, but recently deep learning approaches have seen widespread adoption in non-space related applications for their high accuracy. LÄS MER

3. 2. FPGA programming with VHDL : A laboratory for the students in the Switching Theory and Digital Design course

   Kandidat-uppsats, Högskolan i Halmstad

   Författare :Samaneh Azimi; Safia Abba Ali; [2023]
   Nyckelord :FPGA Field-Programmable Gate Arrays VHDL Very High-Speed Integrated Circuits HDL Hardware description language LUT Look-up-table CLB Configurable Logic Blocks MUX Multiplexers IOB Input Output Blocks DUT Device under the test ASIC Application-specific integrated circuits SOC System on chips RTL Register Transfer Language;

   Sammanfattning : This thesis aims to create effective and comprehensive learning materials for students enrolled in the Switching Theory and Digital Design course. The lab is designed to enable students to program an FPGA using VHDL in the Quartus programming environment to control traffic intersections with sensors and traffic signals. LÄS MER

4. 3. Low-power Acceleration of Convolutional Neural Networks using Near Memory Computing on a RISC-V SoC

   Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

   Författare :Kristoffer Westring; Linus Svensson; [2023]
   Nyckelord :FPGA; ASIC; Near Memory Computing; RISC-V; Convolutional Neural Network; Technology and Engineering;

   Sammanfattning : The recent peak in interest for artificial intelligence, partly fueled by language models such as ChatGPT, is pushing the demand for machine learning and data processing in everyday applications, such as self-driving cars, where low latency is crucial and typically achieved through edge computing. The vast amount of data processing required intensifies the existing performance bottleneck of the data movement. LÄS MER

5. 4. FPGA Accelerated Digital Image Correlation For Clamping Force Measurement

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :János Csanád Csuvarszki; [2023]
   Nyckelord :Digital image correlation; Field-programmable gate array; High-level synthesis;

   Sammanfattning : Digital image correlation is a contactless optical method used for displacement and strain measurement which has become increasingly popular in the field of experimental mechanics. A specialized use case for the algorithm is to measure the clamping force in bolted joints, a crucial metric when considering the longevity and reliability of the constructs. LÄS MER

7. 5. Real-time remote processing enabled by high speed Ethernet

   Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

   Författare :Dumitra Iancu; Lina Tinnerberg; [2023]
   Nyckelord :Large Intelligent Surfaces; Deep Neural Networks; FPGA; VHDL; Ethernet; Technology and Engineering;

   Sammanfattning : A growing trend within the technologies acting as enablers for 6g, such as Massive MIMO and Large Intelligence Surfaces, is benefiting from both the communication and the positioning aspects that they can provide. As these kinds of systems are employing a large number of arrays which provide high amounts of data, a distributed hardware approach having near-antenna processing is explored in this work. LÄS MER