Essays about: "Hierarchical Attention Networks"

Showing result 1 - 5 of 9 essays containing the words Hierarchical Attention Networks.

  1. 1. Fault-Tolerant Over-the-Air Federated Learning with Clustered Aggregation : Using a hierarchical architecture with hybrid digital and analog communication, to deal with byzantine users in Federated Learning over wireless networks.

    University essay from Linköpings universitet/Kommunikationssystem

    Author : David Nordlund; [2023]
    Keywords : federated learning; aircomp;

    Abstract : Rapid advancements in modern AI applications have placed unprecedented demands on large-scale connectivity and data aggregation. The vision of Internet-of-Things (IoT) is supported by a massive amount of distributed sensors and wireless devices that generate useful data for these applications. READ MORE

  3. 2. The Extraordinarily Ordinary: How the Rebels of Extinction Rebellion Berlin Shape Their Movement by Using Connective Action Repertoires

    University essay from Lunds universitet/Sociologi

    Author : Hannah Amm; [2020]
    Keywords : Extinction Rebellion; collective action; connective action; social movement theory; decentralized networks; Social Sciences;

    Abstract : Extinction Rebellion (XR) is a global climate justice movement. Founded in 2018 in the UK and arising partly out of the Rising Up! network, it has since spread across the globe with various local and working groups in 57 countries. While environmental in focus, XR appears to be more than what first meets the eye. READ MORE

  4. 3. Incorporating speaker’s role in classification of text-based dialogues

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

    Author : Therese Stålhandske; [2020]
    Keywords : Natural Language Processing; Text classification; Binary Classification; Conversations; Speaker context; Hierarchical Attention Networks; Attention; Role Dependent Classification Model; Språkteknologi; klassificering av konversationer; textklassifisering; neurala nätverk;

    Abstract : Dialogues are an interesting type of document, as they contain a speaker role feature not found in other types of texts. Previous work has included incorporating a speaker role dependency in text-generation, but little has been done in the realm of text classification. READ MORE

  5. 4. Key Performance Indicators for the monitoring of large-scale battery storage systems

    University essay from KTH/Energiteknik

    Author : Emeric Brun; [2019]
    Keywords : ;

    Abstract : In the context of the fight against climate change, the electricity sector is experiencing a complete renewal. Power grids are undergoing a transformation from centralized and unidirectional systems to multilevel and more integrated networks with, among others, the insertion of intermittent Renewable Energy Sources (RES) on the production side and with the emergence of new consumer behaviors on the demand side. READ MORE

  6. 5. Beamforming Solutions for Efficient Link Setup and Link Maintenance in mmWave Communication Systems

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

    Author : Hesham Sharkas; Haruhi Echigo; [2019]
    Keywords : 5G; Beamforming; Beam-forming; Beam Management; Beam Searching; Beam Sweeping; Codebook; code-book; Initial Access; MIMO; MillimeterWave; millimeter wave; mmWave; mm-Wave; mm Wave; Precoding; Slepian Beam; Synthesizer; Beam Synthesizer; Technology and Engineering;

    Abstract : Millimeter wave (mmWave band) technology has gained a lot of attention in 5G communications, due to large amounts of spectrum being available in the mmWave frequency range. However, mmWave links suffer from severe free-space loss and atmospheric absorption. READ MORE