Hazem Toutounji

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 4

Top Topics

Synaptic Plasticity

Recurrent Neural Networks

Reservoir Computing

Greater Robustness

Top Venues

PLoS Comput. Biol.

Frontiers Neuroinformatics

Frontiers Neurorobotics

Publications

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)
Georgia Koppe, Hazem Toutounji, Peter Kirsch, Stefanie Lis, Daniel Durstewitz
Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI. CoRR (2019)
Hazem Toutounji, Daniel Durstewitz
Detecting Multiple Change Points Using Adaptive Regression Splines With Application to Neural Recordings. Frontiers Neuroinformatics 12 (2018)
Hazem Toutounji, Johannes Schumacher, Gordon Pipa
Homeostatic Plasticity for Single Node Delay-Coupled Reservoir Computing. Neural Comput. 27 (6) (2015)
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)
Hazem Toutounji, Frank Pasemann
Behavior control in the sensorimotor loop with short-term synaptic dynamics induced by self-regulating neurons. Frontiers Neurorobotics 8 (2014)
Christian W. Rempis, Hazem Toutounji, Frank Pasemann
Evaluating Neuromodulator-controlled Stochastic Plasticity for Learning Recurrent Neural Control Networks. IJCCI (2013)
Johannes Schumacher, Hazem Toutounji, Gordon Pipa
An Analytical Approach to Single Node Delay-Coupled Reservoir Computing. ICANN (2013)
Hazem Toutounji, Constantin A. Rothkopf, Jochen Triesch
Scalable reinforcement learning through hierarchical decompositions for weakly-coupled problems. ICDL-EPIROB (2011)