Friedemann Zenke - Publications

Affiliations: 
Centre for Neural Circuits and Behaviour University of Oxford, Oxford, United Kingdom 

15 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Zenke F, Bohté SM, Clopath C, Comşa IM, Göltz J, Maass W, Masquelier T, Naud R, Neftci EO, Petrovici MA, Scherr F, Goodman DFM. Visualizing a joint future of neuroscience and neuromorphic engineering. Neuron. 109: 571-575. PMID 33600754 DOI: 10.1016/j.neuron.2021.01.009  1
2021 Zenke F, Vogels TP. The Remarkable Robustness of Surrogate Gradient Learning for Instilling Complex Function in Spiking Neural Networks. Neural Computation. 1-27. PMID 33513328 DOI: 10.1162/neco_a_01367  1
2019 Richards BA, Lillicrap TP, Beaudoin P, Bengio Y, Bogacz R, Christensen A, Clopath C, Costa RP, de Berker A, Ganguli S, Gillon CJ, Hafner D, Kepecs A, Kriegeskorte N, Latham P, ... ... Zenke F, et al. A deep learning framework for neuroscience. Nature Neuroscience. 22: 1761-1770. PMID 31659335 DOI: 10.1038/s41593-019-0520-2  1
2018 Zenke F, Ganguli S. SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks. Neural Computation. 1-28. PMID 29652587 DOI: 10.1162/neco_a_01086  1
2017 Zenke F, Poole B, Ganguli S. Continual Learning Through Synaptic Intelligence. Proceedings of Machine Learning Research. 70: 3987-3995. PMID 31909397  1
2017 Zenke F, Gerstner W, Ganguli S. The temporal paradox of Hebbian learning and homeostatic plasticity. Current Opinion in Neurobiology. 43: 166-176. PMID 28431369 DOI: 10.1016/j.conb.2017.03.015  1
2017 Zenke F, Gerstner W. Hebbian plasticity requires compensatory processes on multiple timescales. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 372. PMID 28093557 DOI: 10.1098/rstb.2016.0259  1
2015 Gilson M, Savin C, Zenke F. Editorial: Emergent Neural Computation from the Interaction of Different Forms of Plasticity. Frontiers in Computational Neuroscience. 9: 145. PMID 26648864 DOI: 10.3389/fncom.2015.00145  1
2015 Zenke F, Agnes EJ, Gerstner W. Diverse synaptic plasticity mechanisms orchestrated to form and retrieve memories in spiking neural networks. Nature Communications. 6: 6922. PMID 25897632 DOI: 10.1038/ncomms7922  1
2015 Ziegler L, Zenke F, Kastner DB, Gerstner W. Synaptic consolidation: from synapses to behavioral modeling. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 1319-34. PMID 25609644 DOI: 10.1523/JNEUROSCI.3989-14.2015  1
2014 Zenke F, Gerstner W. Limits to high-speed simulations of spiking neural networks using general-purpose computers. Frontiers in Neuroinformatics. 8: 76. PMID 25309418 DOI: 10.3389/fninf.2014.00076  1
2013 Lütcke H, Gerhard F, Zenke F, Gerstner W, Helmchen F. Inference of neuronal network spike dynamics and topology from calcium imaging data. Frontiers in Neural Circuits. 7: 201. PMID 24399936 DOI: 10.3389/fncir.2013.00201  1
2013 Zenke F, Hennequin G, Gerstner W. Synaptic plasticity in neural networks needs homeostasis with a fast rate detector. Plos Computational Biology. 9: e1003330. PMID 24244138 DOI: 10.1371/journal.pcbi.1003330  1
2013 Vogels TP, Froemke RC, Doyon N, Gilson M, Haas JS, Liu R, Maffei A, Miller P, Wierenga CJ, Woodin MA, Zenke F, Sprekeler H. Inhibitory synaptic plasticity: spike timing-dependence and putative network function. Frontiers in Neural Circuits. 7: 119. PMID 23882186 DOI: 10.3389/fncir.2013.00119  1
2011 Vogels TP, Sprekeler H, Zenke F, Clopath C, Gerstner W. Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks. Science (New York, N.Y.). 334: 1569-73. PMID 22075724 DOI: 10.1126/science.1211095  1
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