Essays about: "approximate computing"

Showing result 1 - 5 of 25 essays containing the words approximate computing.

1. 1. Using Approximate Computing Circuits to Optimize Power of an ASIC

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

   Author : Padmashree Nuggehalli Srinivasa; Shi-Tien Hsing; [2023]
   Keywords : ASIC; Power; Optimization; Approximate Arithmetic Circuits; Approximate Computing; Technology; Technology and Engineering;

   Abstract : The growing demand for network cameras to support real-time image processing and machine-learning applications has created a need for low-power solutions. Although technology scaling makes complex computations feasible, voltage scaling is limited, leading to higher power density and dark silicon problems. READ MORE

3. 2. The Quantum Approximate Optimization Algorithm and it's Applications

   University essay from Uppsala universitet/Institutionen för fysik och astronomi

   Author : Erik Bashore; [2023]
   Keywords : Quantum computing; quantum optimization; combinatorial optimization problems;

   Abstract : This is a project with the ambition of demonstrating the possibilities and applications of the quantum approximation optimization algorithm (QAOA). Throughout the paper discussions on the theoretical background and fundamentals of the algorithm will be done by examining the relevant nomenclature. READ MORE

4. 3. Exploiting Spatial Redundancy and Approximate Computing for Area Efficient Image Compression

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

   Author : Saurav Arjun; [2022]
   Keywords : Image Compression; VLSI; Spatial redundancy; DCT; Compression; System Verilog; Technology and Engineering;

   Abstract : Owing to the intensive computation involved in the Discrete Cosine Transform during image com- pression, the design of the efficient hardware architectures for fast computation of the transform has become imperative, especially for real-time applications. Although fast computation techniques have been able to minimise the hardware computation complexity to a certain limit, they could further extend the research to figure out the interesting approaches which can be implemented on applications where power, speed and area are crucial factors to determine the performance of the system. READ MORE

5. 4. Data-driven Discovery of Real-time Road Compaction Parameters

   University essay from KTH/Matematisk statistik

   Author : Yuqi Shao; [2022]
   Keywords : statistics; machine learning; road compaction; statistik; maskininlärning; vägpackning;

   Abstract : Road compaction is the last and important stage in road construction. Both under-compaction and over-compaction are inappropriate and may lead to road failures. Intelligent compactors has enabled data gathering and edge computing functionalities, which introduces possibilities in data-driven compaction control. READ MORE

6. 5. The V-SLAM Hurdler : A Faster V-SLAM System using Online Semantic Dynamic-and-Hardness-aware Approximation

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

   Author : Liu Mingxuan; [2022]
   Keywords : Approximate Computing; Deep Learning; Dynamic Environments; Object Detection; Online Controller; Semantic SLAM; Ungefärlig Beräkning; Djup Lärning; Dynamiska miljöer; Objektdetektion; Online Kontroller; Semantisk SLAM;

   Abstract : Visual Simultaneous Localization And Mapping (V-SLAM) and object detection algorithms are two critical prerequisites for modern XR applications. V-SLAM allows XR devices to geometrically map the environment and localize itself within the environment, simultaneously. READ MORE