[BOOK][B] Cognitive science: Integrative synchronization mechanisms in cognitive neuroarchitectures of modern connectionism

H Maurer - 2021 - taylorfrancis.com
The Mind and Brain are usually considered as one and the same nonlinear, complex
dynamical system, in which information processing can be described with vector and tensor …

Toward a sparse self-organizing map for neuromorphic architectures

L Rodriguez, B Miramond, B Granado - ACM Journal on Emerging …, 2015 - dl.acm.org
Neurobiological systems have often been a source of inspiration for computational science
and engineering, but in the past their impact has also been limited by the understanding of …

Hardware design of a neural processing unit for bio-inspired computing

L Fiack, L Rodriguez… - 2015 IEEE 13th …, 2015 - ieeexplore.ieee.org
Unsupervised artificial neural networks are now considered as a likely alternative to
classical computing models in many application domains. For example, recent neural …

A neural model for hardware plasticity in artificial vision systems

L Rodriguez, L Fiack… - 2013 Conference on …, 2013 - ieeexplore.ieee.org
The advent of massively parallel many-core architectures on a chip can be considered as a
good opportunity to rethink the classical computation model used for several decades and …

Self-Organizing Maps (SOM) and Dynamic SOM, models of cortical plasticity

L Besson - 2016 - bitbucket.org
References for my Neuro-Science project - Master MVA 2016 Page 1 Self-Organizing Maps
(SOM) and Dynamic SOM, models of cortical plasticity Draft – List of references Research Project …

Randomly Spiking Dynamic Neural Fields Driven by a Shared Random Flow

B Chappet de Vangel, B Girau - … and Machine Learning–ICANN 2016: 25th …, 2016 - Springer
Abstract Dynamic Neural Fields (DNF) is a well studied mean field model introduced by
Amari. It is commonly used for high level bio-inspired cognitive architecture modeling or as a …

[PDF][PDF] Plasticité corticale, champs neuronaux dynamiques et auto-organisation

GI DETORAKIS - 2013 - theses.hal.science
Résumé L'objectif de ce travail est de modéliser la formation, la maintenance et la
réorganisation des cartes corticales somesthésiques en utilisant la théorie des champs …

Cortical plasticity, dynamic neural fields and self-organization

G Detorakis - 2013 - theses.hal.science
The aim of the present work is the modeling of the formation, maintenance and
reorganization of somatosensory cortical maps using the theory of dynamic neural fields. A …

Neural Fields and Cortical Plasticity

G Detorakis, N Rougier - frontiersin.org
Cortical plasticity and reorganization in adult mammalian brain cortex has been first reported
some three decades ago and has been since the center of intensive studies in order to …

[CITATION][C] Habilitationa diriger la recherche