Essays about: "Decoding."

Showing result 16 - 20 of 238 essays containing the word Decoding..

  1. 16. Investigation of 8-bit Floating-Point Formats for Machine Learning

    University essay from Linköpings universitet/Datorteknik

    Author : Theodor Lindberg; [2023]
    Keywords : Floating-Point; 8-bit floating-point; FP8; vector instructions; Machine Learning; ML; Convolutional Neural Network; CNN;

    Abstract : Applying machine learning to various applications has gained significant momentum in recent years. However, the increasing complexity of networks introduces challenges such as a larger memory footprint and decreased throughput. This thesis aims to address these challenges by exploring the use of 8-bit floating-point numbers for machine learning. READ MORE

  3. 17. Decoding communication of non-human species - Unsupervised machine learning to infer syntactical and temporal patterns in fruit-bats vocalizations.

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Luigi Assom; [2023]
    Keywords : animal decision making; unsupervised machine learning; UMAP; autoencoders; classifiers; bioacoustics; combinatory syntax; animal communication;

    Abstract : Decoding non-human species communication offers a unique chance to explore alternative intelligence forms using machine learning. This master thesis focuses on discreteness and grammar, two of five linguistic areas machine learning can support, and tackles inferring syntax and temporal structures from bioacoustics data annotated with animal behavior. READ MORE

  4. 18. On GPU Assisted Polar Decoding : Evaluating the Parallelization of the Successive Cancellation Algorithmusing Graphics Processing Units

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Siri Nordqvist; [2023]
    Keywords : 5G; NR; New Radio; Polar Codes; Channel Decoding; Successive Cancellation; NVIDIA; GPU; CUDA; 5G; New Radio NR ; Polärkoder; Kanalavkodning; Successive Cancellation SC ; NVIDIA; Graphics Processing Unit GPU ; Compute Unified Device Architecture CUDA ;

    Abstract : In telecommunication, messages sent through a wireless medium often experience noise interfering with the signal in a way that corrupts the messages. As the demand for high throughput in the mobile network is increasing, algorithms that can detectand correct these corrupted messages quickly and accurately are of interest to the industry. READ MORE

  5. 19. Virtual vistas : exploring the art of in-game photography presence on social media

    University essay from Lunds universitet/Medie- och kommunikationsvetenskap; Lunds universitet/Institutionen för kommunikation och medier

    Author : Yimeng Li; [2023]
    Keywords : Photograph; Video Game; New Media Art; Authorship; Virtual Reality; Screenshoot; Virtual Photography; Game Culture; Social Sciences;

    Abstract : This thesis delves into the emerging field of virtual photography, an artistic form seamlessly integrated into the digital landscapes of video games. Investigating the intricate relationship between the virtual and the tangible, the study meticulously analyzes in-game photographs to unveil the subtleties often overlooked, decoding implied meanings. READ MORE

  6. 20. Recognition of Handwritten Swedish Sentences With Deep Learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Hussain Kara Fallah; [2023]
    Keywords : ;

    Abstract : This study attempts the task of handwritten text recognition within the context of the Swedish language. It examines the applicability of deep neural networks to comprehend handwritten Swedish texts, specifically leveraging the Labors Memory Dataset. READ MORE