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Seminar: Nonlinear Dynamics of Complex Neural Systems - Winter Term 2017/2018
- © TU Berlin
LV-Nr. 3233 L 606
Prof. Dr. Eckehard Schöll, PhD
Dr. Anna Zakharova
Dr. Simona Olmi
Dr. Iryna Omelchenko
Time: Tuesday 16:15 (c.t.)
Room: EW 731
Begin: 17.10.2017
Durch den Besuch der Veranstaltung mit Vortrag und Ausarbeitung können 5 ECTS Punkte erworben werden.
The study of complex neural networks is currently one of the central issues of applied nonlinear science. Of particular interest is the collective dynamics of neuronal populations. Synchronization of individual neurons is believed to play the crucial role in the emergence of pathological rhythmic brain activity in Parkinson’s disease, essential tremor and in epilepsies. The development of techniques for detection, prediction and suppression of undesired neural synchrony is an important clinical problem. In the focus of the seminar will be recent studies of complex neural systems, collective dynamics of neurons and their synchronization. We will discuss aspects of the analytical and numerical studies of neural networks, and analyse the mechanisms of complex dynamical processes with their applications to studies of neural diseases.
Zeitlicher Ablauf
| Datum | Titel | Vortragender | Betreuer |
|---|---|---|---|
| 17.10. | Vorbesprechung und Einführung | E. Schöll, A. Zakharova, I. Omelchenko, S. Olmi | |
| 24.10. | Dynamics of driven complex autonomous Boolean networks with application to reservoir computing | Stefan Apostel | ES |
| 07.11. | Chimera States in Two Coupled Ensembles of Henon and Lozi Maps. Control and Synchronization of Chimera States. Abstract | Vadim Anishchenko (Saratov State University, Russia) | AZ |
| 14.11. | Chimera states and collective chaos in pulse-coupled neural networks [OLM10] | Simona Olmi | SO |
| 21.11. | Remote synchronization: the role of network symmetries and functional modules [NIC13] | Rico Berner | RB |
| 28.11. | Death and rebirth of neural activity in sparse inhibitory networks [ANG17] | Simona Olmi | SO |
| 05.12. | Chimera-like states in modular neural networks [HIZ16] | Iryna Omelchenko | IO |
| 12.12. | Self-organized emergence of multi-layer structure and chimera states in dynamical networks with adaptive couplings [KAS17] | Nour Eldine Hanbali | RB |
| 19.12. | The structure and dynamics of multilayer networks [BOC14] | Leonhard Schülen | AZ |
| 09.01. | Chimera states in a network of FitzHugh-Nagumo oscillators with power law coupling kernel Delay, noise and timing-dependent plasticity in oscillatory neural networks [POP11, POP13] | Anne Blechschmidt Pantelis Vafeidis | ES NH |
| 16.01. | Generalized synchronization between chimera states [AND17] | Yuan Yao | IO |
| 23.01. | Synchronization and desynchronization in epilepsy: controversies and hypotheses [JIR13,JIR10,CHA10c] | Moritz Gerster | JS |
| 30.01. | Analogies between chimera state collapses and epileptic seizures [AND16,ROT14,CHO17] | Teresa Chouzouris | IO |
| 06.02. | Partial synchrony in the brain: Unihemispheric sleep [RAT16,TAM16,RAM18] | Lukas Ramlow | JS |
| Wer Interesse an einem Vortrag hat, sollte sich mit den entsprechenden Betreuern in Verbindung setzen. Die Vortragsthemen werden dann spätestens in der ersten Seminarstunde am 17.10.2017 verteilt. | |||
Ansprechpartner
- Prof. Dr. E. Schöll, PhD (ES)
- Dr. Anna Zakharova (AZ)
- Dr. Simona Olmi (SO)
- Dr. Iryna Omelchenko (IO)
- Rico Berner (RB)
- Jakub Sawicki (JS)
- Nour Eldine Hanbali (NH)
Literatur zu den Vorträgen
[IZH00] Izhikevich, E. M., Neural excitability, spiking and bursting. Int. J. Bifurcation Chaos 10, 1171 (2000).
[NIC13] Nicosia, V., Valencia, M., Chavez, M., Diaz-Guilera, A. and Latora, V., Remote Synchronization Reveals Network Symmetries and Functional Modules. Phys. Rev. Lett. 110, 174102 (2013).
[OLM10] Olmi, S., Politi, A. and Torcini, A., Chimera states and collectivechaos in pulse-coupled neural networks. BMC Neuroscience 12, P336 (2011).
[POP11] Popovych, O., Yanchuk, S. and Tass, P., Delay- and Coupling-InducedFiring Patterns in Oscillatory Neural Loops. Phys. Rev. Lett. 107, 228102(2011).
[POP13] Popovych, O., Yanchuk, S. and Tass, P., Self-organized noise resi-stance of oscillatory neural networks with spike timing-dependent plasticity. Sci. Rep. 3, 02926 (2013).
[ANG17] Angulo-Garcia, D., Luccioli, S., Olmi, S. and Torcini, A., Death andrebirth of neural activity in sparse inhibitory networks. New J. Phys. 19, 053011(2017).
[HIZ16] Hizanidis, J., Kouvaris, N. E., Zamora-López, G., Diaz-Guilera, A.and Antonopoulos, Ch., Chimera-like states in modular neural networks. Sci. Rep. 6, 19845 (2016).
[BOC14] Boccaletti, S., Bianconi, G., Criado, R., del Genio, C. I., Gómez-Gardeñes, J., Romance, M., Sendiña-Nadal, I., Wang, Z. and Zanin, M., The structure and dynamics of multilayer networks. Physics Reports 544, 1 (2014).
[KAS17] Kasatkin, D. V., Yanchuk, S. , Schöll, E. and Nekorkin, V. I., Self-organized emergence of multi-layer structure and chimera states in dynamical networks with adaptive couplings. submitted (2017).
[NIC17] Nicosia, V., Skardal, P. S., Arenas, A. and Latora, V., Collective Phenomena Emerging from the Interactions between Dynamical Processes in Multiplex Networks. Phys. Rev. Letters 118, 138302 (2017).
[AND17] Andrzejak, R. G., Ruzzene, G. and Malvestio, I., Generalized synchronization between chimera states. Chaos 17, 053114 (2017).
[JIR13] Jiruska, P., de Curtis, M., Jefferys, J. G. R., Schevon, C. A., Schiff, S. J.and Schindler, K., Synchronization and desynchronization in epilepsy: controversies and hypotheses. J. Physiol. 591.4, 787 (2013).
[JIR10] Jiruska, P., Powell, A. D., Deans, J. K. and Jefferys, J.G.R., Effects of direct brain stimulation depend on seizure dynamics. Epilepsia 51, 93 (2010).
[CHA10c] Chavez, M., Valencia, M., Navarro, V., Latora, V. and Martinerie, J., Functional Modularity of Background Activities in Normal and Epileptic Brain Networks. Phys. Rev. Letters 104, 118701 (2010).
[AND16] Andrzejak, R. G., Rummel, C., Mormann, F. and Schindler, K., All together now: Analogies between chimera state collapses and epileptic seizures. Sci. Rep. 6, 23000 (2016).
[ROT14] Rothkegel, A. and Lehnertz, K., Irregular macroscopic dynamics due to chimera states in small-world networks of pulse-coupled oscillators. New J. Phys. 16, 055006 (2014).
[CHO17] Chouzouris, T., Master thesis (2017).
[RAT16] Rattenborg, N.C., Voirin, B., Cruz, S. M., Tisdale, R., Dell’Omo,G., Lipp, H.-P., Wikelski, M. and Vyssotski, A. L., Evidence that birds sleep in mid-flight. Nature Comm. 7, 12468 (2016).
[TAM16] Tamaki, M., Bang, J. W., Watanabe, T. and Sasaki, Y., Night Watch in One Brain Hemisphere during Sleep Associated with the First-Night Effect in Humans. Curr Biol. 26, 1190 (2016).
[RAM18] Ramlow, L., Master thesis (2018).