Essays about: "JOHANNES LINDER"

Found 2 essays containing the words JOHANNES LINDER.

  1. 1. Modeling the intronic regulation of Alternative Splicing using Deep Convolutional Neural Nets

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Johannes Linder; [2015]
    Keywords : Machine Learning; Deep Learning; CNN; CNNs; Convolutional Neural Networks; Convolutional Neural Nets; Neural Networks; Neural Nets; Synthetic Biology; Alternative Splicing; AS; Splicing; DNA Regulation; Synthetic DNA; Massively Parallel Library; Maskinlärning; CNN; CNNs; Convolutional Neural Networks; Convolutional Neural Nets; Faltning; Neurala Nätverk; Neurala Nät; Syntetisk Biologi; Alternativ Splicing; Splicing; AS; DNA; Massivt Parallellt Bibliotek; Syntetiskt DNA;

    Abstract : This paper investigates the use of deep Convolutional Neural Networks for modeling the intronic regulation of Alternative Splicing on the basis of DNA sequence. By training the CNN on massively parallel synthetic DNA libraries of Alternative 5'-splicing and Alternatively Skipped exon events, the model is capable of predicting the relative abundance of alternatively spliced mRNA isoforms on held-out library data to a very high accuracy (R2 = 0. READ MORE

  3. 2. Telepresence using Kinect and an animated robotic face : An experimental study regarding the sufficiency of using a subset of the CANDIDE-3 model and the Microsoft Kinect Face Tracking device for capturing and animating the most typical facial expressions

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Johannes Linder; Magnus Gudmandsen; [2013]
    Keywords : Robot; Robotic face; Kinect; Microsoft Kinect; Animation; Telepresence; Robot; Robotiskt ansikte; Kinect; Microsoft Kinect; Animation; Telepresence;

    Abstract : This Bachelor’s Thesis in Computer Science investigates the use of the parameterised facial animation model named CANDIDE-3 (J. Ahlberg, 2001) in Telepresence communication with relatively cheap hardware. READ MORE