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Hazem Toutounji
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2010 – 2019
- 2019
- [j5]Georgia Koppe, Hazem Toutounji, Peter Kirsch, Stefanie Lis, Daniel Durstewitz:
Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI. PLoS Comput. Biol. 15(8) (2019) - [i1]Georgia Koppe, Hazem Toutounji, Peter Kirsch, Stefanie Lis, Daniel Durstewitz:
Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI. CoRR abs/1902.07186 (2019) - 2018
- [j4]Hazem Toutounji, Daniel Durstewitz:
Detecting Multiple Change Points Using Adaptive Regression Splines With Application to Neural Recordings. Frontiers Neuroinformatics 12: 67 (2018) - 2015
- [j3]Hazem Toutounji, Johannes Schumacher, Gordon Pipa:
Homeostatic Plasticity for Single Node Delay-Coupled Reservoir Computing. Neural Comput. 27(6): 1159-1185 (2015) - 2014
- [j2]Hazem Toutounji, Frank Pasemann:
Behavior control in the sensorimotor loop with short-term synaptic dynamics induced by self-regulating neurons. Frontiers Neurorobotics 8: 19 (2014) - [j1]Hazem Toutounji, Gordon Pipa:
Spatiotemporal Computations of an Excitable and Plastic Brain: Neuronal Plasticity Leads to Noise-Robust and Noise-Constructive Computations. PLoS Comput. Biol. 10(3) (2014) - 2013
- [c3]Johannes Schumacher, Hazem Toutounji, Gordon Pipa:
An Analytical Approach to Single Node Delay-Coupled Reservoir Computing. ICANN 2013: 26-33 - [c2]Christian W. Rempis, Hazem Toutounji, Frank Pasemann:
Evaluating Neuromodulator-controlled Stochastic Plasticity for Learning Recurrent Neural Control Networks. IJCCI 2013: 489-496 - 2011
- [c1]Hazem Toutounji, Constantin A. Rothkopf, Jochen Triesch:
Scalable reinforcement learning through hierarchical decompositions for weakly-coupled problems. ICDL-EPIROB 2011: 1-7
Coauthor Index
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