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The main theme of my research is the computational modeling and
simulation of systems,
i.e. how complex architectures self-organize from a swarm of heterogeneous
agents via dynamical, developmental, and evolutionary processes.
For example, these emergent structures could be , ,
or large of computing devices. They
could also explain brain representations based on dynamic
formed
by myriads of correlated spiking neurons in phase space. My work belongs to
,
(biologically inspired engineering),
and
(dynamics of large-scale neural networks).
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Exploring the design and implementation of new autonomous
systems capable of acquiring complex morphologies and functions
without central planning or external lead

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Computational, spatially explicit models of (evolutionary) development with
possible applications to hyperdistributed self-organized engineering systems

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Applying the principles of morphogenetic engineering, in particular
embrymorphic engineering, to network self-organization

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Mesoscopic emergence, interaction and composition of spatiotemporal
patterns of activity and connectivity in large-scale spiking neural networks

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Agent-based, grammar-based or genetic programming models of population dynamics
combining the short and long time scales of individual interactions and evolution

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