Essays about: "viktmatriser"

Found 2 essays containing the word viktmatriser.

  1. 1. Development of Neural Networks Using Deterministic Transforms

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

    Author : Pol Grau Jurado; [2021]
    Keywords : Multilayer neural network; deterministic transforms; weight matrices; computational cost; machine learning.; Neurala nätverk i flera lager; deterministiska transformationer; viktmatriser; beräkningskostnad; maskininlärning.;

    Abstract : Deep neural networks have been a leading research topic within the machine learning field for the past few years. The introduction of graphical processing units (GPUs) and hardware advances made possible the training of deep neural networks. Previously the training procedure was impossible due to the huge amount of training samples required. READ MORE

  3. 2. ASIC implementation of LSTM neural network algorithm

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

    Author : Michail Paschou; [2018]
    Keywords : Neural networks; LSTM; Long Short Term Memory; ASIC; VLSI; Neural networks; LSTM; Long Short Term Memory; ASIC; VLSI;

    Abstract : LSTM neural networks have been used for speech recognition, image recognition and other artificial intelligence applications for many years. Most applications perform the LSTM algorithm and the required calculations on cloud computers. READ MORE