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The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion.

Daniel KuninJavier Sagastuy-BreñaLauren GillespieEshed MargalitHidenori TanakaSurya GanguliDaniel L. K. Yamins
Published in: Neural Comput. (2024)
Keyphrases
  • phase space
  • dynamical systems
  • nonlinear dynamical systems
  • multi object
  • chaotic neural network
  • ordinary differential equations
  • dynamic systems
  • differential equations
  • chaotic time series
  • fixed point
  • control law