Optinet—automatic network topology optimization

HIGHLIGHTS

  • who: Andreas Maniatopoulos and collaborators from the Electrical and Computer Engineering Department, Democritus University of Thrace, Komotini, Greece have published the research: OptiNET—Automatic Network Topology Optimization, in the Journal: Information 2022, 13, 405. of /2022/
  • what: The authors propose a novel approach of dynamically calibrating the width of each layer, every arbitrary number of epochs. The authors propose to estimate the complexity of the dataset using an approximation of the Kolmogorov complexity theorem, since computation of the actual Kolmogorov's complexity theorem is impossible. Based on the above, the authors propose that one can . . .

     

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