Essays about: "Neural Network"

Showing result 1 - 5 of 1441 essays containing the words Neural Network.

  1. 1. Bot or Human: Identifying Bot­Generated Clicks Using Machine Learning

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : FILIP BORG; AXEL BROBECK; SAGA KORTESAARI; NERMIN SKENDEROVIC; ARVID SUNDBOM; CHARLES SUNDSTRÖM; [2021-09-14]
    Keywords : ;

    Abstract : “I’m not a robot” is a common CAPTCHA (Completely Automated PublicTuring test to tell Computers and Humans Apart) often shown today uponentering websites. The purpose behind the challenge is to distinguish hu mans from robots, or bots. However, the user experience becomes somewhatintrusive and is not always viable for many websites. READ MORE

  2. 2. Driver Behavior Classification in Electric Vehicles

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : FEDERICA COMUNI; CHRISTOPHER MÉSZÁROS; [2021-07-06]
    Keywords : Aggressive driver behavior; Driver behavior classification; Self-attention; Recurrence plots; active learning; Active deep dropout; Gradual pseudo labeling;

    Abstract : Studies have shown that driving style affects the energy consumption of electric vehicles, with aggressive driving consuming up to 30% more energy than moderate driving. Therefore, modeling of aggressive driving can provide a more precise estimation of the energy consumption and the remaining range of a vehicle. READ MORE

  3. 3. Quantum Error Correction Using Graph Neural Networks

    University essay from Göteborgs universitet / Institutionen för fysik

    Author : Valdemar Bergentall; [2021-06-17]
    Keywords : Quantum error correction; surface code; graph neural networks;

    Abstract : A graph neural network (GNN) is constructed and trained with a purpose of usingit as a quantum error correction decoder for depolarized noise on the surface code.Since associating syndromes on the surface code with graphs instead of grid-likedata seemed promising, a previous decoder based on the Markov Chain Monte Carlomethod was used to generate data to create graphs. READ MORE

  4. 4. Sequential Anomaly Detection for Log Data Using Deep Learning

    University essay from Göteborgs universitet/Institutionen för matematiska vetenskaper

    Author : Lina Hammargren; Wei Wu; [2021-06-14]
    Keywords : anomaly detection; recurrent neural network; long short-term memory; semi-supervised learning; seq2seq; transformer; unsupervised learning; log analysis;

    Abstract : AbstractSoftware development with continuous integration changes needs frequent testing forassessment. Analyzing the test output manually is time-consuming and automatingthis process could be beneficial to an organization. READ MORE

  5. 5. CONTROL STRATEGY AND MODELING FOR ENGINE OIL SYSTEM

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik; Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Dalibor Colic; Jakob Norin; [2021]
    Keywords : ;

    Abstract : The power of an engine is not only used to drive the mechanical equipment connected to the engine, but also parts of the engine itself. One of these parts is the oil pump. The minimum needed oil pressure, produced by the pump, varies during the operational run of the engine. READ MORE