Hazem Toutounji
Affiliations: | Theoretical Neuroscience | Central Institute of mental Health, Mannheim, Baden-Württemberg, Germany |
Area:
Recurrent Neural Networks, Plasticity, Reinforcement Learning, Mathematical NeuroscienceGoogle:
"Hazem Toutounji"Mean distance: 15.07 (cluster 29) | S | N | B | C | P |
Parents
Sign in to add mentorJochen 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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Russo E, Ma T, Spanagel R, et al. (2021) Coordinated prefrontal state transition leads extinction of reward-seeking behaviors. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience |
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 |
Denham S, Poirazi P, De Schutter E, et al. (2017) 26th Annual Computational Neuroscience Meeting (CNS*2017): Part 1 Bmc Neuroscience. 18 |
Kovac AD, Koall M, Pipa G, et al. (2016) Persistent Memory in Single Node Delay-Coupled Reservoir Computing. Plos One. 11: e0165170 |
Durstewitz D, Koppe G, Toutounji H. (2016) Computational models as statistical tools Current Opinion in Behavioral Sciences. 11: 93-99 |
Toutounji H, Schumacher J, Pipa G. (2015) Homeostatic plasticity for single node delay-coupled reservoir computing. Neural Computation. 27: 1159-85 |
Toutounji H, Pasemann F. (2014) Behavior control in the sensorimotor loop with short-term synaptic dynamics induced by self-regulating neurons. Frontiers in Neurorobotics. 8: 19 |
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 |