Research Interests
Christoph Kolodziejski
  • Synaptic plasticity
  • Nonlinear Dynamics (Chaos)
  • Learning theory
  • Closed-loop Systems
  • Information Theory
Selected Publications
  • C. Tetzlaff, C. Kolodziejski, M. Timme, and F. Wörgötter (2011) Synaptic Scaling in Combination with many Generic Plasticity Mechanisms Stabilizes Circuit Connectivity Frontiers in Computational Neuroscience 5:47 open access
  • B. Porr, P. di Prodi, C. Kolodziejski, and F. Wörgötter (2011) How feedback inhibition shapes spike-timing-dependent plasticity and its implications for recent Schizophrenia models Neural Networks 24(6):560-567 link
  • C. Kolodziejski, C. Tetzlaff and F. Wörgötter (2010) Closed-form treatment of the interactions between neuronal activity and timing-dependent plasticity in networks of linear neurons Frontiers in Computational Neuroscience 4:134 open access
  • T. Kulvicius*, C. Kolodziejski*, M. Tamosiunaite, B. Porr, and F. Wörgötter (2010) Behavioral analysis of differential Hebbian learning in closed-loop systems. Biological Cybernetics, 103(4):255-271 open access
  • C. Kolodziejski, B. Porr, and F. Wörgötter (2009) On the asymptotic equivalence between differential Hebbian and temporal difference learning. Neural Computation 21(4):1173-1202 link
  • C. Kolodziejski, B. Porr, M. Tamosiunaite, and F. Wörgötter (2009) On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor Advances in Neural Information Processing Systems 21:857-864 pdf
  • C. Kolodziejski, B. Porr, and F. Wörgötter (2008) Mathematical properties of neuronal TD-rules and differential Hebbian learning: A comparison. Biological Cybernetics, 98(3):259-272 open access
* equal contribution

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