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University of Plymouth | Centre for Theoret. and Comput. Neuroscience | Home
Neural Dynamics
Here you find a couple of papers about different general aspects of neural dynamics.
Hutt et al. deals with neural fields with delays and how to analyse them. It shows some stability results and pattern formation.
The papers with Frank Pasemann are about generalised types of synchronisation as compared to just "identical synchronisation" where coupled systems reveal identical state variables. We show a variety of more complicated types, e.g. systems which only synchronise on subsets of their free variables, or synchronisation between systems with different architectures, or even different numbers of neurons/units in the coupled subsystems.
The other two papers consider dynamical properties of synfire chains.
Selected References
- Hutt, A.;
Bestehorn, M.; Wennekers, T.:
Pattern Formation in Intracortical Neuronal Fields.
Network: Computation in Neural Systems 14, 351-368, 2003.
PDF File (519kBytes) - Wennekers, T.; Pasemann, F.:
Generalized Types of Synchronization in Networks of Spiking Neurons.
Neurocomputing 38, 1037-1042, 2001.
Gnuzipped PostScript File (275kBytes) -
Pasemann, F.;
Wennekers, T.:
Generalized and Partial Synchronization of Coupled Neural Networks.
Network: Computation in Neural Systems 11, 41-61, 2000.
Gnuzipped PostScript File (394kBytes) - Wennekers, T.:
Dynamics of spatio-temporal patterns in associative networks of spiking neurons.
Neurocomputing 32, 597-602, 2000.
PDF File (113kBytes) -
Pasemann, F.;
Wennekers, T.:
Complete Synchronization in Coupled Neuromodules of Different Types.
Theory in Biosciences, 118:267-283, 1999.
Gnuzipped PostScript File (preprint, 132kBytes) - Wennekers, T. and Palm, G.:
Controlling the speed of synfire chains.
In: C. von der Malsburg et al. (eds.) Artificial Neural Networks - ICANN 96. International Conference, Bochum, Germany, July 1996, Proceedings. Lecture Notes in Computer Science, Vol.1112, Springer, Berlin, 1996, pages 451-56.
Gnuzipped PostScript File (51kBytes)
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