Publications

Overview in Google scholar

  1. Zenke, F. and Ganguli, S. (submitted).
    SuperSpike: Supervised learning in multi-layer spiking neural networks.
    arXiv:1705.11146
  2. Zenke, F.*, Poole, B.*, and Ganguli, S. (accepted at ICML2017).
    Continual Learning Through Synaptic Intelligence.
    arXiv:1703.04200
  3. Zenke, F., Gerstner, W., and Ganguli, S. (2017).
    The temporal paradox of Hebbian learning and homeostatic plasticity.
    Curr Opin Neurobiol 43, 166–176. doi: doi.org/10.1016/j.conb.2017.03.015
    fulltext | preprint
  4. Zenke, F. and Gerstner, W. (2017).
    Hebbian plasticity requires compensatory processes on multiple timescales.
    Phil. Trans. R. Soc. B 372, 20160259. doi:
  5. Gilson, M., Savin, C., and Zenke, F. (2015).
    Editorial: Emergent neural computation from the interaction of different forms of plasticity.
    Front Comput Neurosci 9, 145. doi: 10.3389/fncom.2015.00145
    (ebook download of the entire special issue)
  6. Zenke, F., Agnes, E. J., Gerstner, W., (2015).
    Diverse synaptic plasticity mechanisms orchestrated to form and retrieve memories in spiking neural networks.
    Nature Commun 6. doi: 10.1038/ncomms7922
  7. Ziegler, L., Zenke, F., Kastner, D.B., Gerstner, W., (2015).
    Synaptic Consolidation: From Synapses to Behavioral Modeling.
    J Neurosci 35, 1319–1334. doi:10.1523/JNEUROSCI.3989-14.2015
  8. Zenke, F. and Gerstner, W., (2014).
    Limits to high-speed simulations of spiking neural networks using general-purpose computers.
    Front Neuroinform 8, 76. doi: 10.3389/fninf.2014.00076
  9. Zenke, F., Hennequin, G., Gerstner, W., (2013).
    Synaptic Plasticity in Neural Networks Needs Homeostasis with a Fast Rate Detector.
    PLoS Comput Biol 9, e1003330. doi:10.1371/journal.pcbi.1003330
  10. Lütcke, H., Gerhard, F., Zenke, F., Gerstner, W., Helmchen, F., (2013).
    Inference of neuronal network spike dynamics and topology from calcium imaging data.
    Front Neural Circuits 7. doi:10.3389/fncir.2013.00201
  11. Vogels, T.P., Froemke, R.C., Doyon, N., Gilson, M., Haas, J.S., Liu, R., Maffei, A., Miller, P., Wierenga, C., Woodin, M.A., Zenke, F., Sprekeler, H., (2013).
    Inhibitory Synaptic Plasticity – Spike timing dependence and putative network function.
    Front Neural Circuits 7. doi:10.3389/fncir.2013.00119
  12. Vogels, T.P., Sprekeler, H., Zenke, F., Clopath, C., Gerstner, W., (2011).
    Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks.
    Science 334, 1569 –1573. doi:10.1126/science.1211095
    (video)

Publications in experimental particle physics

  1. Friedrich, S., Makonyi, K., Metag, V., Bayadilov, D., Bantes, B., Beck, R., Beloglazov, Y.A., Böse, S., Brinkmann, K.-T., Challand, T., Crede, V., Dahlke, T., Dietz, F., Drexler, P., Eberhardt, H., Elsner, D., Ewald, R., Fornet-Ponse, K., Frommberger, F., Funke, C., Gottschall, M., Gridnev, A., Grüner, M., Gutz, E., Hammann, C., Hammann, D., Hannappel, J., Hartmann, J., Hillert, W., Hirenzaki, S., Hoffmeister, P., Honisch, C., Jaegle, I., Kaiser, D., Kalinowsky, H., Kammer, S., Keshelashvili, I., Kleber, V., Klein, F., Krusche, B., Lang, M., Lopatin, I.V., Maghrbi, Y., Nanova, M., Nagahiro, H., Müller, J., Odenthal, T., Piontek, D., Rostomyan, T., Schaepe, S., Schmidt, C., Schmieden, H., Schmitz, R., Seifen, T., Thiel, A., Thoma, U., van Pee, H., Walther, D., Weil, J., Wendel, C., Wiedner, U., Wilson, A., Winnebeck, A., Zenke, F., (2014).
    Experimental constraints on the ω-nucleus real potential.
    Phys Lett B 736, 26–32. doi:10.1016/j.physletb.2014.07.004
  2. Nanova, M., Metag, V., Paryev, E.Y., Bayadilov, D., Bantes, B., Beck, R., Beloglazov, Y.A., Böse, S., Brinkmann, K.-T., Challand, T., Crede, V., Dahlke, T., Dietz, F., Drexler, P., Eberhardt, H., Elsner, D., Ewald, R., Fornet-Ponse, K., Friedrich, S., Frommberger, F., Funke, C., Gottschall, M., Gridnev, A., Grüner, M., Gutz, E., Hammann, C., Hammann, D., Hannappel, J., Hartmann, J., Hillert, W., Hoffmeister, P., Honisch, C., Jaegle, I., Kaiser, D., Kalinowsky, H., Kammer, S., Keshelashvili, I., Kleber, V., Klein, F., Klempt, E., Krusche, B., Lang, M., Lopatin, I.V., Maghrbi, Y., Makonyi, K., Müller, J., Odenthal, T., Piontek, D., Schaepe, S., Schmidt, C., Schmieden, H., Schmitz, R., Seifen, T., Thiel, A., Thoma, U., van Pee, H., Walther, D., Wendel, C., Wiedner, U., Wilson, A., Winnebeck, A., Zenke, F., (2013).
    Determination of the η’-nucleus optical potential.
    Phys Lett B 727, 417–423. doi: 10.1016/j.physletb.2013.10.062
  3. Böhmer, F.V., Angerer, H., Dørheim, S., Höppner, C., Ketzer, B., Konorov, I., Neubert, S., Paul, S., Vandenbroucke, M., Zhang, X., Berger, M., Cusanno, F., Fabbietti, L., Lalik, R., Beck, R., Kaiser, D., Lang, M., Schmitz, R., Walther, D., Winnebeck, A., Zenke, F., Arora, R., Averbeckt, R., Hehner, J., Herrmannt, N., Kleipa, V., Kunkel, J., Leifelst, Y., Mladen, K., Schmidt, C., Schwab, S., Soyk, D., Voss, B., Voss, J., Weinert, J., Zmeskal, J., (2011).
    A Continuously Running High-Rate GEM-TPC for P̄ANDA.
    Nuclear Physics B – Proceedings Supplements 215, 278–280. doi: 10.1016/j.nuclphysbps.2011.04.030
  4. Fabbietti, L., Angerer, H., Arora, R., Beck, R., Berger, M., Bühler, P., Cargnelli, M., Doerheim, S., Hehner, J., Herrmann, N., Höppner, C., Kaiser, D., Ketzer, B., Mladen, K., Kleipa, V., Konorov, I., Kunkel, J., Lalik, R., Lang, M., Leifels, Y., Marton, J., Neubert, S., Paul, S., Schmitz, R., Schmidt, C., Schwab, S., Sovk, D., Suzuki, K., Thoma, U., Vandenbroucke, M., Voss, B., Voss, J., Walther, D., Weinert, J., Winnebeckd, A., Zenke, F., Zhang, X., Zmeskal, J., (2011).
    The PANDA GEM-based TPC prototype.
    Nucl Instr Meth Phys Res 628, 204–208. doi: 10.1016/j.nima.2010.06.317
  5. Thomas, R.G., Hinde, D.J., Duniec, D., Zenke, F., Dasgupta, M., Brown, M.L., Evers, M., Gasques, L.R., Rodriguez, M.D., Diaz-Torres, A., (2008).
    Entrance channel dependence of quasifission in reactions forming ^220Th.
    Phys Rev C 77, 034610. abstract

PhD thesis

“Memory formation and recall in recurrent spiking neural networks”
Advisor: Wulfram Gerstner – Lausanne: EPFL, 2014
doi:10.5075/epfl-thesis-6260
Link to fulltext (mirror)

Diploma thesis (“Diplomarbeit”)

“A new avalanche photodiode readout for the Crystal Barrel experiment”
Advisor: Reinhard Beck – University of Bonn, 2009
Link to fulltext

Overview in google scholar | “Zenke F” Pubmed search (some false positives).