Max Planck Institute for Dynamics and Self-Organization -- Department for Nonlinear Dynamics and Network Dynamics Group
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Publications of Christoph Kolodziejski

C. Bick, C. Kolodziejski, and M. Timme (2014).
Controlling chaos faster
Chaos 24(3):033138. download file download file

C. Bick, C. Kolodziejski, and M. Timme (2013).
Stalling chaos control accelerates convergence
New J. Phys. 15:063038. download file download file

C. Tetzlaff, C. Kolodziejski, M. Timme, M. Tsodyks, and F. Woergoetter (2013).
Synaptic Scaling Enables Dynamically Distinct Short- and Long-Term Memory Formation
PLoS Comput. Biol. 9:e1003307. download file download file

C. Bick, M. Timme, and C. Kolodziejski (2012).
Adapting Predictive Feedback Chaos Control for Optimal Convergence Speed
SIAM J. Appl. Dyn. Syst. 11:1310. download file download file

B. Porr, L. McCabe, P.d. 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. download file

C. Tetzlaff, C. Kolodziejski, M. Timme, and F. Wörgötter (2011).
Synaptic scaling in combination with many generic plasticity mechanisms stabilizes circuit connectivity
Front. Comput. Neurosci. 5:47. download file

C. Kolodziejski, C. Tetzlaff, and F. Wörgötter (2010).
Closed-form treatment of the interactions between neuronal activity and spike-timing-dependent plasticity in networks of linear neurons
Frontiers in Computational Neuroscience 4:134. download file

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. download file

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. download file

C. Kolodziejski, C. Tetzlaff, and F. Wörgötter (2009).
Investigation of the dynamics of small networks' connections under Hebbian plasticity
In: Frontiers in Computational Neuroscience. Conference Abstract: Bernstein Conference on Computational Neuroscience. Frontiers.

T. Kulvicius, C. Kolodziejski, M.T. Porr, and F. Wörgötter (2009).
On the analysis of differential hebbian learning in closed-loop behavioral systems
In: Frontiers in Computational Neuroscience. Conference Abstract: Bernstein Conference on Computational Neuroscience. Frontiers. download file

A.M. Thompson, B. Porr, C. Kolodziejski, and F. Wörgötter (2008).
Second Order Conditioning in the Sub-cortical Nuclei of the Limbic System
In: SAB '08: Proceedings of the 10th international conference on Simulation of Adaptive Behavior. Springer-Verlag, Berlin, Heidelberg, pages 189–198. download file

C. Kolodziejski, B. Porr, M. Tamosiunaite, and F. Wörgötter (2008).
On the equivalence between TD-learning and differential Hebbian learning using a local third factor
In: Advances in Neural Information Processing Systems 21. MIT Press. download file

C. Kolodziejski, B. Porr, and F. Wörgötter (2008).
On the equivalence between differential Hebbian and temporal difference learning
In: Proceedings of the Computational and Systems Neuroscience meeting COSYNE*2008, Salt Lake City. Proceedings of the Computational and Systems Neuroscience meeting COSYNE*2008, Salt Lake City.

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. download file

C. Kolodziejski, and F. Wörgötter (2008).
On the plasticity of many synapse systems
In: Frontiers in Computational Neuroscience. Conference Abstract: Bernstein Symposium 2008. Frontiers.

T. Kulvicius, C. Kolodziejski, P.d. Prodi, M. Tamosiunaite, B. Porr, and F. Wörgötter (2008).
On the analysis and evaluation of closed loop learning systems
In: Frontiers in Computational Neuroscience. Conference Abstract: Bernstein Symposium 2008.

C. Kolodziejski, B. Porr, and F. Wörgötter (2007).
Anticipative adaptive control of muscles using recruitment
In: Proceedings of the seventh meeting of the German neuroscience society 2007, G"ottingen. Proceedings of the seventh meeting of the German neuroscience society 2007, G"ottingen.

C. Kolodziejski, B. Porr, and F. Wörgötter (2007).
Anticipative adaptive muscle control: Forward modeling with self-induced disturbances and recruitment.
In: BMC Neuroscience 2007, 8(Suppl 2). Proceedings of the fifteenth annual computational neuroscience meeting CNS*2007, Toronto, pages 202.

C. Kolodziejski, B. Porr, and F. Wörgötter (2006).
Fast, flexible and adaptive motor control achieved by pairing neuronal learning with recruitment
In: Proceedings of the fifteenth annual computational neuroscience meeting CNS*2006, Edinburgh. Proceedings of the fifteenth annual computational neuroscience meeting CNS*2006, Edinburgh.