Essays about: "range gated"

Showing result 1 - 5 of 11 essays containing the words range gated.

  1. 1. Temporal Localization of Representations in Recurrent Neural Networks

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Asadullah Najam; [2023]
    Keywords : Recurrent Neural Networks RNNs ; Deep Learning; Time Series Prediction; Exploding Values; Gradient Decay; Long Short-Term Memory LSTMs ; Gated Recurrent Units GRUs ; Attention Mechanism; Moving Representations; Localizing Representations;

    Abstract : Recurrent Neural Networks (RNNs) are pivotal in deep learning for time series prediction, but they suffer from 'exploding values' and 'gradient decay,' particularly when learning temporally distant interactions. Long Short-Term Memory (LSTM) and Gated Recurrent Units (GRU) have addressed these issues to an extent, but the precise mitigating mechanisms remain unclear. READ MORE

  3. 2. Creating a Virtual Tyre Temperature Sensor

    University essay from Lunds universitet/Matematisk statistik

    Author : Oskar Zetterberg; Axel Tevell; [2023]
    Keywords : Tyre temperature; Virtual sensor; Soft sensor; Time series; Recurrent neural networks; LSTM; GRU; Mathematics and Statistics;

    Abstract : To accurately determine the efficiency and range of an electric vehicle, one must be able to estimate the rolling resistance of the car. This is currently done using standardized methods developed under laboratory settings, where transient aspects and effects of varying temperatures are excluded. READ MORE

  4. 3. Feasibility of adaptive SBRT of prostate cancer: Investigating uncertainties in AI-driven and CBCT-guided online adaptive radiotherapy

    University essay from Lunds universitet/Sjukhusfysikerutbildningen

    Author : Sevgi Emin; [2020]
    Keywords : Medicine and Health Sciences;

    Abstract : Purpose: Recent developments in external radiotherapy and its utilization with artificial in- telligence (AI) enables advanced treatment plans for a range of different disease sites. By adapting to the anatomy of the day, target coverage can be ensured while sparing more healthy tissue. READ MORE

  5. 4. USING SIMULATION AS AN ADVANCED TESTING METHOD : A study to improve a transportation service of an event-based system.

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Tomie J. Lee; Elliot Nordin; [2020]
    Keywords : simulation; test; transportation; statistical models; simulering; test; resor; statistiska modeller;

    Abstract : Today in a modern society the pace is high and the need for flexibility and mobilityis big. Despite the increasing access and great digital solutions for online-meetings,the need for short distance transportation remains. READ MORE

  6. 5. Reuse of Treated Wastewater in Industrial Symbiosis

    University essay from Lunds universitet/Kemiteknik (CI)

    Author : Greta Bürger; [2019]
    Keywords : Wastewater; Reuse; Symbiosis; water engineering; environmental engineering; vattenförsörjningsteknik; avloppsteknik; Chemistry;

    Abstract : Many regions around the world suffer from occasional or permanent droughts. Recent years have shown that although Sweden is not a water scarce country, it is vulnerable to dry peri- ods. READ MORE