Essays about: "High performance embedded systems"

Showing result 21 - 25 of 80 essays containing the words High performance embedded systems.

1. 21. Nonlinear Approximative Explicit Model Predictive Control Through Neural Networks : Characterizing Architectures and Training Behavior

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Tobias Bolin; [2019]
   Keywords : ;

   Abstract : Model predictive control (MPC) is a paradigm within automatic control notable for its ability to handle constraints. This ability come at the cost of high computational demand, which until recently has limited use of MPC to slow systems. READ MORE

3. 22. A Model-Driven Approach for modeling Heterogeneous Embedded Systems

   University essay from Mälardalens högskola/Akademin för innovation, design och teknik

   Author : Stoico Vincenzo; [2019]
   Keywords : ;

   Abstract : Demands of high-performance systems guided the designers to the assessment of heterogeneous embedded systems (HES). Their complexity highlighted the need for methodologies and tools to ease their design. Model-Driven Engineering (MDE) can be crucial to facilitate the design of such a system. READ MORE

4. 23. Design Exploration of an FPGABased Face Detection ProcessingCore Utilizing High Level Synthesis

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Human Samii Moghadam; [2019]
   Keywords : ;

   Abstract : Achieving object detection with computer vision places high demands on hardware resources and energy. This becomes apparent when considering that applications like surveillance, autonomous vehicles, mobile and other similar applications, employ embedded systems with even greater restrictions on processing power and memory bandwidth. READ MORE

5. 24. Implementation of an 8-bit Dynamic Fixed-Point Convolutional Neural Network for Human Sign Language Recognition on a Xilinx FPGA Board

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Ricardo Núñez-Prieto; [2019]
   Keywords : Artificial Intelligence; Computer Vision; Machine Learning; Convolutional Neural Networks; FPGA; Sign Language Recognition; Technology and Engineering;

   Abstract : The goal of this thesis work is to implement a convolutional neural network on an FPGA device with the capability of recognising human sign language. The set of gestures that the neural network can identify has been taken from the Swedish sign language, and it consists of the signs used for representing the letters of the Swedish alphabet (a.k.a. READ MORE

6. 25. Real time object detection on a Raspberry Pi

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Adam Gunnarsson; [2019]
   Keywords : computer vision; object detection; Raspberry Pi;

   Abstract : With the recent advancement of deep learning, the performance of object detection techniques has greatly increased in both speed and accuracy. This has made it possible to run highly accurate object detection with real time speed on modern desktop computer systems. READ MORE