Essays about: "TensorFlow"

Showing result 1 - 5 of 73 essays containing the word TensorFlow.

  1. 1. Deep Learning for Positioning with MUSIC

    University essay from Linköpings universitet/Kommunikationssystem

    Author : Glädje Karl Olsson; [2021]
    Keywords : Positioning; Deep Learning; MUSIC; MUSIC-algorithm;

    Abstract : Estimating an object’s position can be of great interest in several applications,and there exists many different methods to do so. One approach is with Directionof Arrival (DOA) measurements from receivers to use the triangulation techniqueto estimate one or more transmitter’s position. READ MORE

  2. 2. Using linear regression and neural network to forecast sewer flow from X-band radar data

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Fredrik Wigertz; [2021]
    Keywords : Neural network; Linear regression; Flow forecasting; Wastewater; Wastewater treatment plant; Rainfall-runoff modelling; X-band radar; Neurala nätverk; Linjär regression; Flödesprognosering; Avloppsvatten; Reningsverk; Avrinningsmodellering; X-bandradar;

    Abstract : The climate adaptation of our cities and the optimization of our technical systems with regards to weather sets high demands on the availability and the processing of weather data. The possibility to forecast disturbances of influent flow rate to wastewater treatment plants allow control systems counteract these disturbances before they have a harmful effect on the treatment processes. READ MORE

  3. 3. Comparison of cumulative reward withone, two and three layered artificialneural network in a simple environmentwhen using ml-agents

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : David Björkberg; [2021]
    Keywords : Machine learning; ml-agents;

    Abstract : Background.In machine learning you let the computer play a scenario, often millions of times. When the computer plays it receives feedback based on preset guidelines. The computer then adjusts its behaviour based on that feedback. READ MORE

  4. 4. Brain disease classification using multi-channel 3D convolutional neural networks

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Andreas Christopoulos Charitos; [2021]
    Keywords : Deep Learning DL ; fMRI; CNNs; Tensorflow Keras; ASD; Medical Imaging;

    Abstract : Functional magnetic resonance imaging (fMRI) technology has been used in the investigation of human brain functionality and assist in brain disease diagnosis. While fMRI can be used to model both spatial and temporal brain functionality, the analysis of the fMRI images and the discovery of patterns for certain brain diseases is still a challenging task in medical imaging. READ MORE

  5. 5. Combined CALPHAD and Machine Learning for Property Modelling

    University essay from KTH/Materialvetenskap

    Author : Kyle Paulus; [2020]
    Keywords : ;

    Abstract : Techniques to improve the speed at which materials are researched and developed has been conducted by investigating the machine learning methodology. These techniques offer solutions to connect the length scales of material prop- erties from atomistic and chemical features using materials databases generated from collected data. READ MORE