100 citations · 153 across the 7 of their papers we have counts for
7 papers
Self-regulated emergence of heavy-tailed weight distributions in evolving complex network architectures
Jia Li, Cees van Leeuwen, Roman Bauer +1
The nervous system continuously adjusts connection strengths and reorganizes its structure to form and maintain complex connectivity patterns with heavy-tailed weight distributions…
Basic principles drive self-organization of brain-like connectivity structure
Carlos Calvo Tapia, Valeriy A. Makarov Slizneva, Cees van Leeuwen
The brain can be considered as a system that dynamically optimizes the structure of anatomical connections based on the efficiency requirements of functional connectivity. To illus…
Adaptive rewiring of random neural networks generates convergent-divergent units
Ilias Rentzeperis, Steeve Laquitaine, Cees van Leeuwen
Brain networks are adaptively rewired continually, adjusting their topology to bring about functionality and efficiency in sensory, motor and cognitive tasks. In model neural netwo…
Functional and spatial rewiring jointly generate convergent-divergent units in self-organizing networks
Jia Li, Ilias Rentzeperis, Cees van Leeuwen
Self-organization through adaptive rewiring of random neural networks generates brain-like topologies comprising modular small-world structures with rich club effects, merely as th…
Observers for canonic models of neural oscillators
David Fairhurst, Ivan Tyukin, Henk Nijmeijer +1
We consider the problem of state and parameter estimation for a wide class of nonlinear oscillators. Observable variables are limited to a few components of state vector and an inp…
Adaptive Observers and Parameter Estimation for a Class of Systems Nonlinear in the Parameters
Ivan Y. Tyukin, Erik Steur, Henk Nijmeijer +1
We consider the problem of asymptotic reconstruction of the state and parameter values in systems of ordinary differential equations. A solution to this problem is proposed for a c…
Parameter Estimation of Sigmoid Superpositions: Dynamical System Approach
Ivan Tyukin, Cees van Leeuwen, Danil Prokhorov
Superposition of sigmoid function over a finite time interval is shown to be equivalent to the linear combination of the solutions of a linearly parameterized system of logistic di…