Essays about: "Entropy Generation"

Showing result 1 - 5 of 24 essays containing the words Entropy Generation.

  1. 1. Generation of a metrical grid informed by Deep Learning-based beat estimation in jazz-ensemble recordings

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

    Author : Andres Alonso Toledo Carrera; [2023]
    Keywords : Beat tracking; Metrical grid; Jazz; Music Information Retrieval; Deep Learning; Temporal Convolutional Network; Beatuppskattning; Metriskt rutnät; Jazz; Music Informationshämting; Deep Learning; Temporal Convolutional Network;

    Abstract : This work uses a Deep Learning architecture, specifically a state-of-the-art Temporal Convolutional Network, to track the beat and downbeat positions in jazz-ensemble recordings to derive their metrical grid. This network architecture has been used successfully for general beat tracking purposes. READ MORE

  3. 2. RObust Numbers : Temperature's Effect on Ring Oscillators as an Entropy Source

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

    Author : Tor Arvill; Arber Limani; [2023]
    Keywords : ;

    Abstract : Ring oscillators as entropy sources for true random number generation could be affected by differences in operating temperatures. This report aims to show a correlation between changes in temperature and the entropy strength of ring oscillators as part of random number generators by utilizing mathematical simulations as well as a physical implementation on a FPGA-board. READ MORE

  4. 3. Exploring true random number generators Build on commercial-off-the-shelve Components

    University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

    Author : Linnéa Mörk; [2023]
    Keywords : TRNG; RNG; Random number generator; commercial-off-the-shelve;

    Abstract : Generating random numbers can be accomplished through various methods, with the primary distinction lying between pseudo-random number generators (PRNGs), which are commonly used for applications that require a large amount of random data, and true random number generators (TRNGs), which are commonly used for applications that need security and unpredictability. This thesis explores the feasibility of harnessing frequency variations in the electrical grid as a source of entropy for a TRNG. READ MORE

  5. 4. Towards algorithmic theory construction in physics

    University essay from Stockholms universitet/Fysikum

    Author : Hampus Möller; [2023]
    Keywords : Symbolic regression; machine learning; symmetry; minimum description length; entropy;

    Abstract : This master thesis explores the challenge of algorithmic hypothesis generation and its connection to potential inductive biases. In the scientific method, hypotheses are formulated and tested against data for validity. The process of hypothesis generation is, however, not explicitly formulated. READ MORE

  6. 5. Spillover effects from parental unemployment on children's educational and early labour market outcomes - Evidence from Germany

    University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomi

    Author : Celina Tippmann; [2023]
    Keywords : Intergenerational spillover; Education; Plant closure; Entropy balancing; Socioeconomic Panel;

    Abstract : This thesis studies the intergenerational impact of parental unemployment on children's educational and early labour market outcomes. To mitigate selection bias, the empirical strategy relies on plausibly exogenous job ends and applies entropy balancing. READ MORE