Essays about: "Feedforward Neural Network"

Showing result 1 - 5 of 17 essays containing the words Feedforward Neural Network.

  1. 1. Application of machine learning in 5G to extract prior knowledge of the underlying structure in the interference channel matrices

    University essay from KTH/Matematisk statistik

    Author : Danilo Peng; [2019]
    Keywords : Machine learning; 5G; interference channel; blind source estimation; MIMO; OFDM; bandwidth prediction; support vector machines; artificial neural network.; Maskininlärning; 5G; interferencekanal; stödvektormaskin; neurala nätverk; brandbedd estimering;

    Abstract : The data traffic has been growing drastic over the past few years due to digitization and new technologies that are introduced to the market, such as autonomous cars. In order to meet this demand, the MIMO-OFDM system is used in the fifth generation wireless network, 5G. READ MORE

  2. 2. A COMPARATIVE STUDY OF FFN AND CNN WITHIN IMAGE RECOGNITION : The effects of training and accuracy of different artificial neural network designs

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi; Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Magnus Knutsson; Linus Lindahl; [2019]
    Keywords : Machine learning; Supervised learning; FeedForward Network; Convolutional Neural Network; CIFAR-10; Keras; Activation Function;

    Abstract : Image recognition and -classification is becoming more important as the need to be able to process large amounts of images is becoming more common. The aim of this thesis is to compare two types of artificial neural networks, FeedForward Network and Convolutional Neural Network, to see how these compare when performing the task of image recognition. READ MORE

  3. 3. Drivers’ response in an intersection scenario during manual and automated driving

    University essay from Chalmers tekniska högskola/Institutionen för mekanik och maritima vetenskaper

    Author : Andrea Floreano; Alessandro Niro; [2018]
    Keywords : braking response; critical intersection scenario; driving simulator; semi-automated driving; driver behaviour modelling; artificial neural networks.;

    Abstract : The role of automation is becoming increasingly important in the design of modern vehicles. This is reflected by a large development of advanced driver assistance systems, which are ever more affecting driving behaviour. READ MORE

  4. 4. Comparison of machine learning algorithms for real-time vehicle selection in transport management

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

    Author : David Fagerlund; [2018]
    Keywords : ;

    Abstract : This thesis compares algorithms for a dynamic pickup and delivery problem, when new orders are arriving throughout the day. The dispatchers job is to assign incoming orders to a fleet of vehicles. READ MORE

  5. 5. Guided policy search for a lightweight industrial robot arm

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Jack White; [2018]
    Keywords : ;

    Abstract : General autonomy is at the forefront of robotic research and practice. Earlier research has enabled robots to learn movement and manipulation within the context of a specific instance of a task and to learn from large quantities of empirical data and known dynamics. READ MORE