Max Planck Institute for Dynamics and Self-Organization -- Department for Nonlinear Dynamics and Network Dynamics Group
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Dr. Demian Battaglia

Group: Self-organization in Adaptive Systems
Projects: Modelling the role of neural oscillations in information routing
Phone: +33-6-35953394
Email: send email
Interests: Modelling of neural circuit dynamics (from local microcircuits to brain-wide networks)
Spiking neural networks, and mean-field approaches
Bridging from structural to functional connectivity networks (and the other way around)
Analysis and modeling of time- and state-dependent functional networks
Information theory approaches, Transfer Entropy
Unsupervised classification

Selected Articles:
D. Battaglia, A. Karagiannis, T. Gallopin, H.W. Gutch, and B. Cauli (2013).
Beyond the frontiers of neuronal types
Front. Neural Circuits 7(13). download file download file
D. Battaglia, A. Witt, F. Wolf, and T. Geisel (2012).
Dynamic Effective Connectivity of Inter-Areal Brain Circuits
PLoS Comput. Biol. 8(3):e1002438. download file
O. Stetter, D. Battaglia, J. Soriano, and T. Geisel (2012).
Model-Free Reconstruction of Excitatory Neuronal Connectivity from Calcium Imaging Signals
PLoS Comput Biol 8(8):e1002653. download file download file

Publications (chronological - click here to see all publications)