Essays about: "decoder implementation"

Showing result 1 - 5 of 50 essays containing the words decoder implementation.

  1. 1. Unlearn with Your Contribution : A Machine Unlearning Framework in Federated Learning

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

    Author : Yixiong Wang; [2023]
    Keywords : Machine Learning; Federated Learning; Machine Unlearning; Privacy; Maskininlärning; Federerad inlärning; Maskinavlärande; Sekretess;

    Abstract : Recent years have witnessed remarkable advancements in machine learning, but with these advances come concerns about data privacy. Machine learning inherently involves learning functions from data, and this process can potentially lead to information leakage through various attacks on the learned model. READ MORE

  3. 2. Synthetic Data Generation Using Transformer Networks

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

    Author : Pedro Campos; [2021]
    Keywords : Transformer; Synthetic Data; Text Generation; Deep Learning; Tabular Data; Transformator; Syntetisk data; Textgenerering; Djupinlärning; Tabelldata;

    Abstract : One of the areas propelled by the advancements in Deep Learning is Natural Language Processing. These continuous advancements allowed the emergence of new language models such as the Transformer [1], a deep learning model based on attention mechanisms that takes a sequence of symbols as input and outputs another sequence, attending to the input during its generation. READ MORE

  4. 3. Building high-quality datasets for abstractive text summarization : A filtering‐based method applied on Swedish news articles

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Julius Monsen; [2021]
    Keywords : NLP; abstractive text summarization; dataset quality; encoder-decoder model; BERT;

    Abstract : With an increasing amount of information on the internet, automatic text summarization could potentially make content more readily available for a larger variety of people. Training and evaluating text summarization models require datasets of sufficient size and quality. READ MORE

  5. 4. FPGA-Based Acceleration of LTE Protocol Decoding

    University essay from Linköpings universitet/Datorteknik

    Author : William Thelin; [2021]
    Keywords : fpga; hardware acceleration; decode acceleration; LTE; 4G; control channel analysis; 4G protocol decoding; LTE protocol decoding;

    Abstract : This work investigates the possibility to accelerate a procedure in 4G/LTE systems, known as control channel analysis. The aim is to perform the procedure in real-time on cheap and accessible hardware.An LTE decoder implemented in software is modified to perform the procedure.The modified software is analyzed and profiled. READ MORE

  6. 5. Enhancing the Decoding of Short LDPC Codes with Stochastic Sequences

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

    Author : Yuyuan Gu; Haien Li; [2021]
    Keywords : 5G; channel coding; LDPC codes; stochastic decoding; stochastic computation; Technology and Engineering;

    Abstract : Low-Density Parity-Check (LDPC) codes are one of the most popular codes used in nowadays’ communication due to their high coding efficiency at low decoding complexity. With these characteristics, LDPC codes are suitable for high-speed information transmission systems. READ MORE