Essays about: "neuronnätverk"

Showing result 21 - 25 of 37 essays containing the word neuronnätverk.

  1. 21. Exploring the LASSO as a Pruning Method

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Leo Ekbom; [2019]
    Keywords : neural networks; pruning; lasso; group lasso; obd; Physics and Astronomy;

    Abstract : In this study, the efficiency of various pruning algorithms were investigated, with an emphasis on regularization methods. Pruning is a method which aims to remove excess objects from a neural network. READ MORE

  3. 22. Evaluation of Artificial Neural Networks for Predictive Maintenance

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Anders Buhl; Hugo Hjertén; [2018]
    Keywords : Predictive Maintenance; Time Series Classification; Machine Learning; Artificial Neural Networks; FFNN; CNN; LSTM; Technology and Engineering;

    Abstract : This thesis explores Artificial Neural Networks (ANNs) for predictive time series classification for Predictive Maintenance (PdM). Time slicing and time shifting are methods used, to enable the models to find features over time, and to predict into the future, respectively. READ MORE

  4. 23. A Study on Long Short-Term Memory Networks Applied to Local Positioning

    University essay from KTH/Maskinkonstruktion (Inst.)

    Author : Todd Barker; Martin Åkerblad; [2018]
    Keywords : ;

    Abstract : Numerical approaches to lateration and sensor fusion are limited by inherent measurementerrors and the positioning performance may benefit from alternative approaches.This thesis studies the applicability of deep learning to an Ultra Wide Band (UWB)based local positioning problem in a combination of readings from an Inertial MeasurementUnit (IMU). READ MORE

  5. 24. Classification of incorrectly picked components using Convolutional Neural Networks

    University essay from KTH/Robotik, perception och lärande, RPL

    Author : Eric Kolibacz; [2018]
    Keywords : Convolutional Neural Network; Machine Learning; Neural Network; Pick and place machine; Assembly line;

    Abstract : Printed circuit boards used in most ordinary electrical devices are usually equipped through an assembly line. Pick and place machines as part of those lines require accurate detection of incorrectly picked components, and this is commonly performed via image analysis. READ MORE

  6. 25. Dynamic Speed Adaptation for Curves using Machine Learning

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

    Author : Kirilll Narmack; [2018]
    Keywords : Machine; Learning; Artificial; Intelligence; MachineLearning; Machine-Learning; AI; ML; MLP; Neural; Networks; Multilayer-Perceptron; RFB; RBF-Network; Vehicle; Automation; AutonomousVehicles; Autonomous; SelfDriving; Self-Driving; Self; Driving; Curve; Speed; Adaptation; Adaption; CSA; ACC; Adaptive; Cruise; Control; Driving; Style; Driver; Behavior; Behaviour; Sample; Samples; Distance; Derivative; Speed; Velocity; Curvature; Road; Inclination; Lane; Width; Type; Acceleration; Longitudinal; Lateral; Data; Training; Test; Validation; Results; Discussion; Sustainability; Ethics; Ethical; Sustainable; Future; Today; Tomorrow; Yesterday; Robot; Robotics; System; Systems; Class; Classes; Bin; Bins; Tree; One; A; Dynamic; Using; Time; Delay; Volvo; Car; Cars; Corporation; Zenuity; School; Computer; Science; Master; Degree; Project; Thesis; Paper; Object; GPS; Map; Length; Research; Advanced; Машинное; Обучение; Искусственный; Интеллект; AI; ML; MLP; RBF; Автомобиль; Машына; Сеть; Робот; Водитель; Заворот; Дорога; Сам; Сама; Едет; Ехать; Учить; Учит; Учится; Автоматизация; Адаптация; Результат; Один; Одна; Одно; Вчера; Сегодня; Завтра; Дерево; Карта; ГПС; Информатика; Компьютер; Наука; Научная; Работа; Школа; Вольво; Завод; Транспорт; Maskininlärning; Artificiell; Intelligens; Inlärning; Maskin; AI; ML; MLP; RBF; Neural; Neurala; Nätverk; Artificiella; Automation; Själv; Självkörande; Körande; Bil; Fordon; Robot; Robotik; Körstil; Stil; Beteende; Adaption; Kurva; Lutning; Väg; CSA; ACC; Farthållare; Hastighet; Fart; Hållare; Inclination; Körfält; Fält; Spår; Bredd; Typ; Acceleration; Longitudinell; Lateral; Data; Traingin; Test; Validation; Resultat; Diskussion; Längd; Hållbarhet; Etik; Etiskt; Framtid; Dåtid; Idag; Imorgon; System; Class; Klass; Classer; Klasser; Träd; En; Ett; Fler; Flera; Dynamisk; Använda; Tid; Fördröjning; Tids; Volvo; Car; Corporation; Object; Zenuity; Skola; Dator; Vetenskap; Forkning; Avancerad; Projekt; Exjobb; Examensarbete; Betyg; GPS; Karta;

    Abstract : The vehicles of tomorrow will be more sophisticated, intelligent and safe than the vehicles of today. The future is leaning towards fully autonomous vehicles. READ MORE