Essays about: "Memory consumption"

Showing result 16 - 20 of 222 essays containing the words Memory consumption.

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

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

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

    Abstract : 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. READ MORE

  3. 17. Evaluation of Ferroelectric Tunnel Junction memristor for in-memory computation in real world use cases

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

    Author : Alec Guerin; Christos Papadopoulos; [2023]
    Keywords : FTJ; Ferroelectric Tunneling Junction; Analog in-memory computing; AIMC; Memristor; A.I.; AIHWKIT; Semantic segmentation; Natural Language Processing; NLP; Neuromorphic Computing; Matrix Vector Multiplication; Technology and Engineering;

    Abstract : Machine learning algorithms are experiencing unprecedented attention, but their inherent computational complexity leads to high energy consumption. However, a paradigm shift in computing methods has the potential to address the issue. READ MORE

  4. 18. Estimating the energy consumption of Java Programs : Collections & Sorting algorithms

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

    Author : Dalya AbuHemeida; Mustafa Alsaid; [2023]
    Keywords : Java Collections; Sorting algorithms; Energy consumption; Quality attributes;

    Abstract : Java applications consume energy, which has become a controversial topic since it limits the number of machines and increases the cost of data centers. This paper investigates the potential relationship between energy consumption and some quality attributes for Java Collections and Sorting algorithms in order to raise awareness about using energy-efficient programs. READ MORE

  5. 19. Design and evaluation of architectures for efficient generation of control sequences

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

    Author : David Albacete Segura; [2023]
    Keywords : Ultra millimeter-wave radar; ASIC; RISC-V; SoC; System on Chip; custom processor.; Technology and Engineering;

    Abstract : Ultra millimeter-wave (mmWave) radars have become a vital sensor in automotive, surveillance, and consumer electronics thanks to its precise measurements and low power consumption. However, they required a precise control to coordinate their different modules and produce meaningful data. READ MORE

  6. 20. A comparison study betweenmobile cross platform frameworks Flutter and React Native

    University essay from Karlstads universitet/Handelshögskolan (from 2013)

    Author : Pelle Grönlund; [2023]
    Keywords : ;

    Abstract : When developers today choose a cross platform framework as the base for their coding, theyhave a lot of different cross platform frameworks to choose from. To aid in this decisionresearchers have compared and tested the different frameworks against each other to look atdifferent aspects ranging from how much computing power the finished applications createdby the framework require from the devices they are running on to how easily accessible theframeworks are to install and use. READ MORE