Browsing NTNU Open by Author "Gundersen, Magnus Skogstrøm"

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    • Reservoir Computing Using Nonuniform Binary Cellular Automata 

      Nichele, Stefano; Gundersen, Magnus Skogstrøm (Journal article; Peer reviewed, 2017)
      The reservoir computing (RC) paradigm utilizes a dynamical system (a reservoir) and a linear classifier (a readout layer) to process data from sequential classification tasks. In this paper, the usage of cellular automata ...

    • Reservoir Computing Using Quasi-Uniform Cellular Automata 

      Gundersen, Magnus Skogstrøm (Master thesis, 2017)
      Unconventional computing offers many advantages over traditional computing systems; vast parallelism, scalability and robustness among others. A Cellular Automaton (CA) is a biologically inspired computational substrate ...