Search for dissertations about: "multilayer perceptron"

Showing result 1 - 5 of 6 swedish dissertations containing the words multilayer perceptron.

  2. 1. Rainfall-Runoff Modelling Using Artificial Neural Networks (ANNs)

    Author : Aman Mohammad Kalteh; Avdelningen för Teknisk vattenresurslära; []
    Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Hydrogeology; geographical and geological engineering; Hydrogeologi; teknisk geologi; teknisk geografi; Self-organizing map; Feed-forward multilayer perceptron; Forecasting; Hydrological modelling; Missing values; Rainfall-runoff modelling; Estimation; Artificial neural networks;

    Abstract : Over the last decades or so, artificial neural networks (ANNs) have become one of the most promising tools for modelling hydrological processes such as rainfall-runoff processes. In most studies, ANNs have been demonstrated to show superior result compared to the traditional modelling approaches. READ MORE

  4. 2. Indicators of mastitis and milk quality in dairy cows : data, modeling, and prediction in automatic milking systems

    Author : Dorota Anglart; Sveriges lantbruksuniversitet; Sveriges lantbruksuniversitet; []
    Keywords : LANTBRUKSVETENSKAPER; AGRICULTURAL SCIENCES; LANTBRUKSVETENSKAPER; AGRICULTURAL SCIENCES;

    Abstract : Methods for generating predictions of important and generally accepted indicators of udder inflammation and poor milk quality, such as somatic cell count (SCC) or changes in milk homogeneity, are few. The aim of this thesis was to investigate methods to identify indicators of mastitis and poor milk quality in dairy cows using data generated by automatic milking systems (AMS). READ MORE

  5. 3. Highly parallel computers for artificial neural networks

    Author : Tomas Nordström; Luleå tekniska universitet; []
    Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Signalbehandling; Signal Processing;

    Abstract : During a number of years the two fields of artificial neural networks (ANNs) and highly parallel computing have both evolved rapidly. In this thesis the possibility of combining these fields is explored, investigating the design and usage of highly parallel computers for ANN calculations. READ MORE

  6. 4. Electromyogram Signal Enhancement and Upper-Limb Myoelectric Pattern Recognition

    Author : Sara Abbaspour; Maria Lindén; Christian Antfolk; Mälardalens högskola; []
    Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; elektronik; Electronics;

    Abstract : Losing a limb causes difficulties in our daily life. To regain the ability to live an independent life, artificial limbs have been developed. Hand prostheses belong to a group of artificial limbs that can be controlled by the user through the activity of the remnant muscles above the amputation. READ MORE

  7. 5. Systems Biology in Saccharomyces cerevisiae. Statistical data analysis and mathematical methods

    Author : Roberto Olivares Hernandez; Chalmers tekniska högskola; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; Transcriptome; Systems Biology; Proteome; Integrative Analysis; Fluxome;

    Abstract : Over the last decade, Systems Biology has emerged as a new paradigm in the study of cellular systems which are characterized from a global perspective; in contrast to the traditional cellular biology, which was focused on specific components of the cell. To this end, a key milestone for the achievement of a global view of biology is the generation and interpretation of different datasets derived from omics technologies; such as Transcriptome and Proteome. READ MORE