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Staff

Dr. Zahra Monfared

Postdoctoral researcher

Department Theoretical Neuroscience

Phone: +49 621 1703-6568

e-mail

Laboratory building, 2. Floor, Room 2.22

Publications in peer reviewed journals since 2006

TOP 5 publications:

  1. Hess F, Monfared Z, Brenner M, Durstewitz D. Generalized teacher forcing for learning chaotic dynamicsPMLR. 2023 202:13017-13049.
  2. Göring NA, Hess F, Brenner M, Monfared Z, Durstewitz D. Out-of-domain generalization in dynamical systems reconstructionPMLR. 2024 235:16071-16114.
  3. Eisenmann L, Monfared Z, Göring NA, Durstewitz D. Bifurcations and loss jumps in RNN trainingNeurIPS. 2023.
  4. Brenner M, Hemmer C J, Monfared Z, Durstewitz D. Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems ReconstructionNeurIPS. 2024 38:1-40.
  5. Monfared Z, Durstewitz D. Existence of n-cycles and border-collision bifurcations in piecewise-linear continuous maps with applications to recurrent neural networksNonlinear dynamics. 2020 101:1037-1052.

Zentralinstitut für Seelische Gesundheit (ZI) - https://www.zi-mannheim.de