Semantic learning in autonomously active recurrent neural networks (2010)
Gros, Claudius, Kaczor, Gregor
The human brain is autonomously active, being characterized by a self-sustained neural activity which would be present even in the absence of external sensory stimuli. Here we study the interrelation...
Evolving complex networks with conserved clique distributions (2008)
Kaczor, Gregor, Gros, Claudius
We propose and study a hierarchical algorithm to generate graphs having a predetermined distribution of cliques, the fully connected subgraphs. The construction mechanism may be either random or...
Learning in cognitive systems with autonomous dynamics (2008)
Gros, Claudius, Kaczor, Gregor
The activity patterns of highly developed cognitive systems like the human brain are dominated by autonomous dynamical processes, that is by a self-sustained activity which would be present even in...