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SELECTED PUBLICATIONS
Friedemann Zenke


Zenke, F. and Ganguli, S. (2018) SuperSpike: Supervised learning in multi-layer spiking neural networks.
Neural Comput 30, 1514-1541. doi: 10.1162/neco_a_01086

Gjoni, E., Zenke, F., Bouhours, B., and Schneggenburger R. (2018) Specific synaptic input strengths determine the computational properties of excitation-inhibition integration in a sound localization circuit.
J Physiol. doi: 10.1113/JP276012

Zenke, F.*, Poole, B.*, and Ganguli, S. (2017) Continual Learning Through Synaptic Intelligence.
Proceedings of the 34th International Conference on Machine Learning (ICML), pp. 3987-3995
* Co-first author

Zenke, F., Gerstner, W., Ganguli, S. (2017) The temporal paradox of Hebbian learning and homeostatic plasticity.
Curr Opin Neurobiol 43, 166-176

Zenke, F. and Gerstner, W. (2017) Hebbian plasticity requires compensatory processes on multiple timescales.
Phil Trans R Soc B 372, 20160259. doi: 10.1098/rstb.2016.0259

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

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

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

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

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

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
* Co-first author

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