Essays about: "floating point"

Showing result 21 - 25 of 109 essays containing the words floating point.

  1. 21. Mapping quantized convolutional layers on the SiLago platform

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

    Author : Yue Zhang; [2022]
    Keywords : SiLago; algorithm mapping; quantized neural networks; convolution; SiLago; algoritmkartläggning; kvantiserade neurala nätverk; faltning;

    Abstract : Convolutional neural networks (CNNs) have been utilized in various applications, such as image classification, computer vision, etc. With development, the complexity and computation of CNNs also increase, which requires more memory and resources when deployed on devices, especially embedded systems. READ MORE

  3. 22. 64-point FFT Instruction Implementation and Evaluation on a Microcode Programmable Processor

    University essay from Linköpings universitet/Institutionen för systemteknik; Linköpings universitet/Tekniska fakulteten

    Author : Yongjun Liu; Zejun Huang; [2022]
    Keywords : FFT; Instruction design;

    Abstract : Fast Fourier Transform is an efficient algorithm for computing the Discrete Fourier Transform (DFT) and one of the most important algorithms used in many digital signal processing applications over decades. This thesis presents an efficient implementation method of a 32-bit complex number 64-point FFT instruction on a micro-programmable processor. READ MORE

  4. 23. Optimal collection grid and transmission line topology for the grid connection of an offshore multi-source park.

    University essay from Uppsala universitet/Elektricitetslära

    Author : Alfred Nerby; [2022]
    Keywords : Renewable; Wind; Solar; multi-source; park; collection grid; substation; transmission; HVAC; HVDC; converters; shunt reactors; transformer; losses; CAPEX; OPEX;

    Abstract : As spacial restrictions become more and more of an issue for renewable energy parks onshore, more developers are turning offshore to develop future production. The desire for a diversity of energy sources combined with a desire to utilize space efficiently has sparked an interest in renewable energy parks where more than one energy source occupy the space. READ MORE

  5. 24. Towards Embedded Implementations of Multi-Armed Bandit Algorithms for Optimised Channel Selection

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Alex Kangas; [2021]
    Keywords : ;

    Abstract : The proliferation of Internet of Things increases the demand for achieving a high performance for embedded devices on the Internet. The IEEE 802.15.4 wireless network standard provides ultra low complexity, cost, power consumption and data rate for inexpensive devises, although it has problems such as external interference and multi-path fading. READ MORE

  6. 25. Assessing Differences in Precision with Posit Floating Point Format compared to IEEE 754

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

    Author : Timmy Lindholm; Olof Jonnerby; [2021]
    Keywords : ;

    Abstract : Choosing the correct floating point representation can greatly impact the performance and precision of floating point operations. The current floating point representation standard is IEEE 754. A recent floating point representation which seems to yield a greater precision for the same number of bits is called Posit. READ MORE