Essays about: "neural network models"

Showing result 1 - 5 of 652 essays containing the words neural network models.

  1. 1. Fast Simulations of Radio Neutrino Detectors : Using Generative Adversarial Networks and Artificial Neural Networks

    University essay from Uppsala universitet/Högenergifysik

    Author : Anton Holmberg; [2022]
    Keywords : Askaryan emission; Radio detection of neutrinos; in-ice propagation; neutrino; Generative adversarial networks; GAN; WGAN; Neural networks; NN; surrogate model; IceCube; deep learning; generative model;

    Abstract : Neutrino astronomy is expanding into the ultra-high energy (>1017eV) frontier with the use of in-ice detection of Askaryan radio emission from neutrino-induced particle showers. There are already pilot arrays for validating the technology and the next few years will see the planning and construction of IceCube-Gen2, an upgrade to the current neutrino telescope IceCube. READ MORE

  2. 2. Investigation of Facial Age Estimation using Deep Learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Lufei Ye; [2022]
    Keywords : ;

    Abstract : Age estimation from facial images has drawn increasing attention in the past fewyears. This thesis project performs the age group classification of facial imagesacquired in in-the-wild conditions using deep convolutional neural networkstechniques. READ MORE

  3. 3. Computation models for audiovisual attention decoding

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Sara Enander; Louise Karsten; [2022]
    Keywords : Technology and Engineering;

    Abstract : When being in a noisy environment, a normal hearing person can manage to sort out background noise and focus on the attended source. This is something that a person with impaired hearing will struggle with, even when wearing a hearing aid. READ MORE

  4. 4. Modeling and Interpreting CTG Curves from Labor Using Machine Learning and Pattern Recognition

    University essay from Lunds universitet/Matematisk statistik

    Author : Sandra Kandefelt; Sara Perklev; [2022]
    Keywords : machine learning; CTG; pattern recognition; labor; TOCO; FHR; Mathematics and Statistics;

    Abstract : The main monitoring method during labor is cardiotocography, CTG, which measures the fetal heartbeat, FHR, as well as the uterine contractions, TOCO. The CTG is a valuable tool in assessing the fetal status and it is evaluated intermittently by clinicians during the progress of the labor. READ MORE

  5. 5. Probabilistic Forecasting through Reformer Conditioned Normalizing Flows

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

    Author : Samuel Norling; [2022]
    Keywords : ;

    Abstract : Forecasts are essential for human decision-making in several fields, such as weather forecasts, retail prices, or stock predictions. Recently the Transformer neural network, commonly used for sequence-to-sequence tasks, has shown great potential in achieving state-of-the-art forecasting results when combined with density estimations models such as Autoregressive Flows. READ MORE