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Hazem Toutounji

Affiliations: 
Theoretical Neuroscience Central Institute of mental Health, Mannheim, Baden-Württemberg, Germany 
Area:
Recurrent Neural Networks, Plasticity, Reinforcement Learning, Mathematical Neuroscience
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"Hazem Toutounji"
Mean distance: 15.07 (cluster 29)
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Parents

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Jochen Triesch research assistant 2008-2010 FIAS
Constantin A. Rothkopf research assistant 2009-2010 FIAS
Gordon Pipa research assistant 2010-2010 Max Planck Institute for Brain Research
Gordon Pipa grad student 2010-2014 Institute of Cognitive Science at the University of Osnabrück
Daniel Durstewitz post-doc 2014- Central Institute of mental Health

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Publications

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Koppe G, Toutounji H, Kirsch P, et al. (2019) Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI. Plos Computational Biology. 15: e1007263
Toutounji H, Durstewitz D. (2018) Detecting Multiple Change Points Using Adaptive Regression Splines With Application to Neural Recordings. Frontiers in Neuroinformatics. 12: 67
Kovac AD, Koall M, Pipa G, et al. (2016) Persistent Memory in Single Node Delay-Coupled Reservoir Computing. Plos One. 11: e0165170
Toutounji H, Schumacher J, Pipa G. (2015) Homeostatic plasticity for single node delay-coupled reservoir computing. Neural Computation. 27: 1159-85
Toutounji H, Pipa G. (2014) Spatiotemporal computations of an excitable and plastic brain: neuronal plasticity leads to noise-robust and noise-constructive computations. Plos Computational Biology. 10: e1003512
Schumacher J, Toutounji H, Pipa G. (2013) An analytical approach to single node delay-coupled reservoir computing Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8131: 26-33
Toutounji H, Rothkopf CA, Triesch J. (2011) Scalable reinforcement learning through hierarchical decompositions for weakly-coupled problems 2011 Ieee International Conference On Development and Learning, Icdl 2011
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