Former PhD Students

  Thesis Title
Dr. Hesam Setareh Neural assemblies as core elements for modeling neural networks in the brain 2017
Dr. Alexander Kevin Seeholzer Continuous attractor working memory and provenance of channel models 2017
Dr. Mohammadjavad Faraji Learning with surprise: theory and applications 2016
Dr. Carlos Stein Naves de Brito Theory of representation learning in cortical neural networks 2016
Dr. Christian Pozzorini Computational principles of single neuron adaptation 2014
Dr. Skander Mensi A new Mathematical Framework to Understand Single Neuron Computations 2014
Dr. Friedemann Zenke Memory formation and recall in recurrent spiking neural networks 2014
Dr. Lorric Ziegler Synaptic Learning Rules with Consolidation 2014
Dr. Felipe Gerhard Statistical models of effective connectivity in neural microcircuits 2014
Dr. Nicolas Frémaux Models of reward-modulated spike-timing-dependent plasticity 2013
Dr. Guillaume Hennequin Stability and amplification in plastic cortical circuits 2012
Dr. Danilo Jimenez Rezende Behavioral and computational mechanisms of multi-sensory integration in humans 2012
Dr. Christian Tomm Analysing Neuronal Network Architectures 2012
Dr. Richard Naud The Dynamics of Adapting Neurons 2011
Dr. Nicolas Marcille Models of Evidence Integration in Rapid Decision Making Processes 2011
Dr. Claudia Clopath  Synaptic plasticity across different time scales and its functional implications 2009
Dr. Gediminas Luksys  Stress, individual differences, and norepinephrine in reinforcement learning-based prediction of mouse behavior in conditioning and spatial learning 2009
Dr. Laurent Badel  Interpretation of neuronal response properties with simplified neuron models 2008
Dr. Denis Sheynikhovich Spatial navigation in geometric mazes : a computational model of rodent behavior 2007
Dr. Brice Bathellier Analysis of information processing in the olfactory bulb by in vivo experiments and theoretical modelling 2007
Dr. Laurence Meylan  Tone mapping for high dynamic range images 2006
Dr. Jean-Pascal Pfister Theory of non-linear spike-time-dependent plasticity 2006
Dr. Ricardo Chavarriaga Spatial learning and navigation in the rat : a biomimetic model 2005
Dr. Julien Mayor Sensory memory in a model of a cortical column : noise, phase transitions and signal statistics 2005
Dr. Renaud Jolivet Effective minimal threshold models of neuronal activity 2005
Dr. Thomas Strösslin A connectionist model of spatial learning in the rat 2004
Dr. Silvio Borer New support vector algorithms for multicategorical data applied to real-time object recognition 2003
Dr. Pierre-Edouard Sottas Temporal sequence learning with non-equilibrium recurrent neural networks 2002
Dr. Félix Gers Long short-term memory in recurrent neural networks 2001
Dr. Alix Herrmann  Noise and the neural response to current transients 2001
Dr. Angelo Arleo Spatial learning and navigation in neuro-mimetic systems : modeling the rat hippocampus 2000
Dr. Mona Spiridon Signal transmission reliability in densely connected networks of spiking neurons 2000
Dr. Perry Moerland Mixture models for unsupervised and supervised learning 2000
Dr. Fabrizio Smeraldi Attention-driven pattern recognition 2000