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Items: 41

1.

Inhibitory microcircuits for top-down plasticity of sensory representations.

Wilmes KA, Clopath C.

Nat Commun. 2019 Nov 7;10(1):5055. doi: 10.1038/s41467-019-12972-2.

2.

A deep learning framework for neuroscience.

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, Lindsay GW, Miller KD, Naud R, Pack CC, Poirazi P, Roelfsema P, Sacramento J, Saxe A, Scellier B, Schapiro AC, Senn W, Wayne G, Yamins D, Zenke F, Zylberberg J, Therien D, Kording KP.

Nat Neurosci. 2019 Nov;22(11):1761-1770. doi: 10.1038/s41593-019-0520-2. Epub 2019 Oct 28. Review.

PMID:
31659335
3.

A diversity of interneurons and Hebbian plasticity facilitate rapid compressible learning in the hippocampus.

Nicola W, Clopath C.

Nat Neurosci. 2019 Jul;22(7):1168-1181. doi: 10.1038/s41593-019-0415-2. Epub 2019 Jun 24.

PMID:
31235906
4.

Synaptic plasticity onto inhibitory neurons as a mechanism for ocular dominance plasticity.

Bono J, Clopath C.

PLoS Comput Biol. 2019 Mar 12;15(3):e1006834. doi: 10.1371/journal.pcbi.1006834. eCollection 2019 Mar.

5.

Cerebellar learning using perturbations.

Bouvier G, Aljadeff J, Clopath C, Bimbard C, Ranft J, Blot A, Nadal JP, Brunel N, Hakim V, Barbour B.

Elife. 2018 Nov 12;7. pii: e31599. doi: 10.7554/eLife.31599.

6.

Chaos in homeostatically regulated neural systems.

Nicola W, Hellyer PJ, Campbell SA, Clopath C.

Chaos. 2018 Aug;28(8):083104. doi: 10.1063/1.5026489.

7.

Acetylcholine-modulated plasticity in reward-driven navigation: a computational study.

Zannone S, Brzosko Z, Paulsen O, Clopath C.

Sci Rep. 2018 Jun 21;8(1):9486. doi: 10.1038/s41598-018-27393-2.

8.

ON-OFF receptive fields in auditory cortex diverge during development and contribute to directional sweep selectivity.

Sollini J, Chapuis GA, Clopath C, Chadderton P.

Nat Commun. 2018 May 25;9(1):2084. doi: 10.1038/s41467-018-04548-3.

9.

Gap junction plasticity as a mechanism to regulate network-wide oscillations.

Pernelle G, Nicola W, Clopath C.

PLoS Comput Biol. 2018 Mar 12;14(3):e1006025. doi: 10.1371/journal.pcbi.1006025. eCollection 2018 Mar.

10.

Activity-Dependent Downscaling of Subthreshold Synaptic Inputs during Slow-Wave-Sleep-like Activity In Vivo.

González-Rueda A, Pedrosa V, Feord RC, Clopath C, Paulsen O.

Neuron. 2018 Mar 21;97(6):1244-1252.e5. doi: 10.1016/j.neuron.2018.01.047. Epub 2018 Mar 1.

11.

Reply to Huszár: The elastic weight consolidation penalty is empirically valid.

Kirkpatrick J, Pascanu R, Rabinowitz N, Veness J, Desjardins G, Rusu AA, Milan K, Quan J, Ramalho T, Grabska-Barwinska A, Hassabis D, Clopath C, Kumaran D, Hadsell R.

Proc Natl Acad Sci U S A. 2018 Mar 13;115(11):E2498. doi: 10.1073/pnas.1800157115. Epub 2018 Feb 20. No abstract available.

12.

Size-Dependent Axonal Bouton Dynamics following Visual Deprivation In Vivo.

Sammons RP, Clopath C, Barnes SJ.

Cell Rep. 2018 Jan 16;22(3):576-584. doi: 10.1016/j.celrep.2017.12.065.

13.

Supervised learning in spiking neural networks with FORCE training.

Nicola W, Clopath C.

Nat Commun. 2017 Dec 20;8(1):2208. doi: 10.1038/s41467-017-01827-3.

14.

Deprivation-Induced Homeostatic Spine Scaling In Vivo Is Localized to Dendritic Branches that Have Undergone Recent Spine Loss.

Barnes SJ, Franzoni E, Jacobsen RI, Erdelyi F, Szabo G, Clopath C, Keller GB, Keck T.

Neuron. 2017 Nov 15;96(4):871-882.e5. doi: 10.1016/j.neuron.2017.09.052. Epub 2017 Nov 5.

15.

Sparse synaptic connectivity is required for decorrelation and pattern separation in feedforward networks.

Cayco-Gajic NA, Clopath C, Silver RA.

Nat Commun. 2017 Oct 24;8(1):1116. doi: 10.1038/s41467-017-01109-y.

16.

Modeling somatic and dendritic spike mediated plasticity at the single neuron and network level.

Bono J, Clopath C.

Nat Commun. 2017 Sep 26;8(1):706. doi: 10.1038/s41467-017-00740-z.

17.

Modelling plasticity in dendrites: from single cells to networks.

Bono J, Wilmes KA, Clopath C.

Curr Opin Neurobiol. 2017 Oct;46:136-141. doi: 10.1016/j.conb.2017.08.013. Epub 2017 Sep 8. Review.

18.

Detection of axonal synapses in 3D two-photon images.

Bass C, Helkkula P, De Paola V, Clopath C, Bharath AA.

PLoS One. 2017 Sep 5;12(9):e0183309. doi: 10.1371/journal.pone.0183309. eCollection 2017.

19.

From homeostasis to behavior: Balanced activity in an exploration of embodied dynamic environmental-neural interaction.

Hellyer PJ, Clopath C, Kehagia AA, Turkheimer FE, Leech R.

PLoS Comput Biol. 2017 Aug 24;13(8):e1005721. doi: 10.1371/journal.pcbi.1005721. eCollection 2017 Aug.

20.

Sequential neuromodulation of Hebbian plasticity offers mechanism for effective reward-based navigation.

Brzosko Z, Zannone S, Schultz W, Clopath C, Paulsen O.

Elife. 2017 Jul 10;6. pii: e27756. doi: 10.7554/eLife.27756.

21.

Overcoming catastrophic forgetting in neural networks.

Kirkpatrick J, Pascanu R, Rabinowitz N, Veness J, Desjardins G, Rusu AA, Milan K, Quan J, Ramalho T, Grabska-Barwinska A, Hassabis D, Clopath C, Kumaran D, Hadsell R.

Proc Natl Acad Sci U S A. 2017 Mar 28;114(13):3521-3526. doi: 10.1073/pnas.1611835114. Epub 2017 Mar 14.

22.

The Role of Neuromodulators in Cortical Plasticity. A Computational Perspective.

Pedrosa V, Clopath C.

Front Synaptic Neurosci. 2017 Jan 10;8:38. doi: 10.3389/fnsyn.2016.00038. eCollection 2016.

23.

Variance and invariance of neuronal long-term representations.

Clopath C, Bonhoeffer T, Hübener M, Rose T.

Philos Trans R Soc Lond B Biol Sci. 2017 Mar 5;372(1715). pii: 20160161. doi: 10.1098/rstb.2016.0161. Review.

24.

Modeled changes of cerebellar activity in mutant mice are predictive of their learning impairments.

Badura A, Clopath C, Schonewille M, De Zeeuw CI.

Sci Rep. 2016 Nov 2;6:36131. doi: 10.1038/srep36131.

25.

Emergent spatial synaptic structure from diffusive plasticity.

Sweeney Y, Clopath C.

Eur J Neurosci. 2017 Apr;45(8):1057-1067. doi: 10.1111/ejn.13279. Epub 2016 Jun 26.

PMID:
27206794
26.

Local inhibitory plasticity tunes macroscopic brain dynamics and allows the emergence of functional brain networks.

Hellyer PJ, Jachs B, Clopath C, Leech R.

Neuroimage. 2016 Jan 1;124(Pt A):85-95. doi: 10.1016/j.neuroimage.2015.08.069. Epub 2015 Sep 5.

27.

Correction: Processing of Feature Selectivity in Cortical Networks with Specific Connectivity.

Sadeh S, Clopath C, Rotter S.

PLoS One. 2015 Jul 31;10(7):e0134775. doi: 10.1371/journal.pone.0134775. eCollection 2015.

28.

Emergence of Functional Specificity in Balanced Networks with Synaptic Plasticity.

Sadeh S, Clopath C, Rotter S.

PLoS Comput Biol. 2015 Jun 19;11(6):e1004307. doi: 10.1371/journal.pcbi.1004307. eCollection 2015 Jun.

29.

Processing of Feature Selectivity in Cortical Networks with Specific Connectivity.

Sadeh S, Clopath C, Rotter S.

PLoS One. 2015 Jun 17;10(6):e0127547. doi: 10.1371/journal.pone.0127547. eCollection 2015. Erratum in: PLoS One. 2015;10(7):e0134775.

30.
31.

A cerebellar learning model of vestibulo-ocular reflex adaptation in wild-type and mutant mice.

Clopath C, Badura A, De Zeeuw CI, Brunel N.

J Neurosci. 2014 May 21;34(21):7203-15. doi: 10.1523/JNEUROSCI.2791-13.2014.

32.

Synaptic consolidation: an approach to long-term learning.

Clopath C.

Cogn Neurodyn. 2012 Jun;6(3):251-7. doi: 10.1007/s11571-011-9177-6. Epub 2011 Oct 22.

33.

The emergence of functional microcircuits in visual cortex.

Ko H, Cossell L, Baragli C, Antolik J, Clopath C, Hofer SB, Mrsic-Flogel TD.

Nature. 2013 Apr 4;496(7443):96-100. doi: 10.1038/nature12015.

34.

Optimal properties of analog perceptrons with excitatory weights.

Clopath C, Brunel N.

PLoS Comput Biol. 2013;9(2):e1002919. doi: 10.1371/journal.pcbi.1002919. Epub 2013 Feb 21.

35.

Storage of correlated patterns in standard and bistable Purkinje cell models.

Clopath C, Nadal JP, Brunel N.

PLoS Comput Biol. 2012;8(4):e1002448. doi: 10.1371/journal.pcbi.1002448. Epub 2012 Apr 26.

36.

A triplet spike-timing-dependent plasticity model generalizes the Bienenstock-Cooper-Munro rule to higher-order spatiotemporal correlations.

Gjorgjieva J, Clopath C, Audet J, Pfister JP.

Proc Natl Acad Sci U S A. 2011 Nov 29;108(48):19383-8. doi: 10.1073/pnas.1105933108. Epub 2011 Nov 11.

37.

Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks.

Vogels TP, Sprekeler H, Zenke F, Clopath C, Gerstner W.

Science. 2011 Dec 16;334(6062):1569-73. doi: 10.1126/science.1211095. Epub 2011 Nov 10. Erratum in: Science. 2012 May 18;336(6083):802.

38.

Connectivity reflects coding: a model of voltage-based STDP with homeostasis.

Clopath C, Büsing L, Vasilaki E, Gerstner W.

Nat Neurosci. 2010 Mar;13(3):344-52. doi: 10.1038/nn.2479. Epub 2010 Jan 24.

39.

Voltage and Spike Timing Interact in STDP - A Unified Model.

Clopath C, Gerstner W.

Front Synaptic Neurosci. 2010 Jul 21;2:25. doi: 10.3389/fnsyn.2010.00025. eCollection 2010.

40.

Tag-trigger-consolidation: a model of early and late long-term-potentiation and depression.

Clopath C, Ziegler L, Vasilaki E, Büsing L, Gerstner W.

PLoS Comput Biol. 2008 Dec;4(12):e1000248. doi: 10.1371/journal.pcbi.1000248. Epub 2008 Dec 26.

41.

Firing patterns in the adaptive exponential integrate-and-fire model.

Naud R, Marcille N, Clopath C, Gerstner W.

Biol Cybern. 2008 Nov;99(4-5):335-47. doi: 10.1007/s00422-008-0264-7. Epub 2008 Nov 15.

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