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Contributions to the stability and robustness analysis of nonlinear interconn...
This HDR summarizes recent advances in the stability and robustness analysis of nonlinear interconnected systems. It is made of three parts. The first one presents... -
Silicon neural networks : implementation of cortical cells to improve the art...
This work has been supported by the European FACETS-ITN project. Within the frameworkof this project, we contribute to the simulation of cortical cell types... -
Attacking the brain with neuroscience : mean-field theory, finite size effect...
The brain is the most complex system in the known universe. Its nested structure with small-world properties determines its function and behavior. The analysis of its... -
Modeling the effects of direct and indirect electrical stimulation on neurona...
The effects of electrical stimulation on the dynamics of epileptic neural systems are still unknown. The main objective of this thesis is to progress the understanding... -
Emergence of sensorimotor functions on a distributed numerical<br />neural su...
This thesis ascribes in the field of computational neuroscience whose goal is to modelize complex cognitive functions by means of numerical computer simulations while... -
Systèmes neuromorphiques : Etude et implantation de fonctions d'apprentissage...
In this work, we have investigated the e ffect of input noise patterns on synaptic plasticity applied to a neural network. The study was realised using a neuromorphic...
