Hazem Toutounji

According to our database, Hazem Toutounji authored at least 8 papers between 2011 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2019

Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI.

Georgia Koppe, Hazem Toutounji, Peter Kirsch, Stefanie Lis, Daniel Durstewitz

PLoS Comput. Biol., 2019

2018

Detecting Multiple Change Points Using Adaptive Regression Splines With Application to Neural Recordings.

Hazem Toutounji, Daniel Durstewitz

Frontiers Neuroinformatics, 2018

2015

Homeostatic Plasticity for Single Node Delay-Coupled Reservoir Computing.

Hazem Toutounji, Johannes Schumacher, Gordon Pipa

Neural Comput., 2015

2014

Spatiotemporal Computations of an Excitable and Plastic Brain: Neuronal Plasticity Leads to Noise-Robust and Noise-Constructive Computations.

Hazem Toutounji, Gordon Pipa

PLoS Comput. Biol., 2014

Behavior control in the sensorimotor loop with short-term synaptic dynamics induced by self-regulating neurons.

Hazem Toutounji, Frank Pasemann

Frontiers Neurorobotics, 2014

2013

Evaluating Neuromodulator-controlled Stochastic Plasticity for Learning Recurrent Neural Control Networks.

Christian W. Rempis, Hazem Toutounji, Frank Pasemann

Proceedings of the IJCCI 2013, 2013

An Analytical Approach to Single Node Delay-Coupled Reservoir Computing.

Johannes Schumacher, Hazem Toutounji, Gordon Pipa

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

2011

Scalable reinforcement learning through hierarchical decompositions for weakly-coupled problems.

Hazem Toutounji, Constantin A. Rothkopf, Jochen Triesch

Proceedings of the 1st International Conference on Development and Learning and on Epigenetic Robotics, 2011