Claudia Clopath - Publications

Affiliations: 
Imperial College London, London, England, United Kingdom 

67 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
2022 Fuchsberger T, Clopath C, Jarzebowski P, Brzosko Z, Wang H, Paulsen O. Postsynaptic burst reactivation of hippocampal neurons enables associative plasticity of temporally discontiguous inputs. Elife. 11. PMID 36226826 DOI: 10.7554/eLife.81071  0.351
2022 Feulner B, Perich MG, Chowdhury RH, Miller LE, Gallego JA, Clopath C. Small, correlated changes in synaptic connectivity may facilitate rapid motor learning. Nature Communications. 13: 5163. PMID 36056006 DOI: 10.1038/s41467-022-32646-w  0.776
2021 Poort J, Wilmes KA, Blot A, Chadwick A, Sahani M, Clopath C, Mrsic-Flogel TD, Hofer SB, Khan AG. Learning and attention increase visual response selectivity through distinct mechanisms. Neuron. PMID 34906356 DOI: 10.1016/j.neuron.2021.11.016  0.796
2021 Kaleb K, Pedrosa V, Clopath C. Network-centered homeostasis through inhibition maintains hippocampal spatial map and cortical circuit function. Cell Reports. 36: 109577. PMID 34433026 DOI: 10.1016/j.celrep.2021.109577  0.766
2021 Ang GWY, Tang CS, Hay YA, Zannone S, Paulsen O, Clopath C. The functional role of sequentially neuromodulated synaptic plasticity in behavioural learning. Plos Computational Biology. 17: e1009017. PMID 34111110 DOI: 10.1371/journal.pcbi.1009017  0.815
2021 Maes A, Barahona M, Clopath C. Learning compositional sequences with multiple time scales through a hierarchical network of spiking neurons. Plos Computational Biology. 17: e1008866. PMID 33764970 DOI: 10.1371/journal.pcbi.1008866  0.313
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  0.766
2021 Feulner B, Clopath C. Neural manifold under plasticity in a goal driven learning behaviour. Plos Computational Biology. 17: e1008621. PMID 33544700 DOI: 10.1371/journal.pcbi.1008621  0.793
2020 Sadeh S, Clopath C. Theory of neuronal perturbome in cortical networks. Proceedings of the National Academy of Sciences of the United States of America. PMID 33055215 DOI: 10.1073/pnas.2004568117  0.318
2020 Udakis M, Pedrosa V, Chamberlain SEL, Clopath C, Mellor JR. Interneuron-specific plasticity at parvalbumin and somatostatin inhibitory synapses onto CA1 pyramidal neurons shapes hippocampal output. Nature Communications. 11: 4395. PMID 32879322 DOI: 10.1038/S41467-020-18074-8  0.774
2020 Pedrosa V, Clopath C. The interplay between somatic and dendritic inhibition promotes the emergence and stabilization of place fields. Plos Computational Biology. 16: e1007955. PMID 32649658 DOI: 10.1371/Journal.Pcbi.1007955  0.754
2020 Sweeney Y, Clopath C. Population coupling predicts the plasticity of stimulus responses in cortical circuits. Elife. 9. PMID 32314959 DOI: 10.7554/Elife.56053  0.809
2020 Sadeh S, Clopath C. Patterned perturbation of inhibition can reveal the dynamical structure of neural processing. Elife. 9. PMID 32073400 DOI: 10.7554/eLife.52757  0.407
2020 Maes A, Barahona M, Clopath C. Learning spatiotemporal signals using a recurrent spiking network that discretizes time. Plos Computational Biology. 16: e1007606. PMID 31961853 DOI: 10.1371/Journal.Pcbi.1007606  0.458
2020 Sweeney Y, Clopath C. Author response: Population coupling predicts the plasticity of stimulus responses in cortical circuits Elife. DOI: 10.7554/Elife.56053.Sa2  0.772
2019 Ebner C, Clopath C, Jedlicka P, Cuntz H. Unifying Long-Term Plasticity Rules for Excitatory Synapses by Modeling Dendrites of Cortical Pyramidal Neurons. Cell Reports. 29: 4295-4307.e6. PMID 31875541 DOI: 10.1016/J.Celrep.2019.11.068  0.457
2019 Knöpfel T, Sweeney Y, Radulescu CI, Zabouri N, Doostdar N, Clopath C, Barnes SJ. Audio-visual experience strengthens multisensory assemblies in adult mouse visual cortex. Nature Communications. 10: 5684. PMID 31831751 DOI: 10.1038/S41467-019-13607-2  0.79
2019 Wilmes KA, Clopath C. Inhibitory microcircuits for top-down plasticity of sensory representations. Nature Communications. 10: 5055. PMID 31699994 DOI: 10.1038/s41467-019-12972-2  0.817
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, et al. A deep learning framework for neuroscience. Nature Neuroscience. 22: 1761-1770. PMID 31659335 DOI: 10.1038/S41593-019-0520-2  0.78
2019 Nicola W, Clopath C. A diversity of interneurons and Hebbian plasticity facilitate rapid compressible learning in the hippocampus. Nature Neuroscience. 22: 1168-1181. PMID 31235906 DOI: 10.1038/S41593-019-0415-2  0.79
2019 Bono J, Clopath C. Synaptic plasticity onto inhibitory neurons as a mechanism for ocular dominance plasticity. Plos Computational Biology. 15: e1006834. PMID 30860990 DOI: 10.1371/journal.pcbi.1006834  0.439
2018 Bouvier G, Aljadeff J, Clopath C, Bimbard C, Ranft J, Blot A, Nadal JP, Brunel N, Hakim V, Barbour B. Cerebellar learning using perturbations. Elife. 7. PMID 30418871 DOI: 10.7554/Elife.31599  0.725
2018 Nicola W, Hellyer PJ, Campbell SA, Clopath C. Chaos in homeostatically regulated neural systems. Chaos (Woodbury, N.Y.). 28: 083104. PMID 30180641 DOI: 10.1063/1.5026489  0.765
2018 Zannone S, Brzosko Z, Paulsen O, Clopath C. Acetylcholine-modulated plasticity in reward-driven navigation: a computational study. Scientific Reports. 8: 9486. PMID 29930322 DOI: 10.1038/S41598-018-27393-2  0.809
2018 Sollini J, Chapuis GA, Clopath C, Chadderton P. ON-OFF receptive fields in auditory cortex diverge during development and contribute to directional sweep selectivity. Nature Communications. 9: 2084. PMID 29802383 DOI: 10.1038/s41467-018-04548-3  0.761
2018 Pernelle G, Nicola W, Clopath C. Gap junction plasticity as a mechanism to regulate network-wide oscillations. Plos Computational Biology. 14: e1006025. PMID 29529034 DOI: 10.1371/Journal.Pcbi.1006025  0.793
2018 González-Rueda A, Pedrosa V, Feord RC, Clopath C, Paulsen O. Activity-Dependent Downscaling of Subthreshold Synaptic Inputs during Slow-Wave-Sleep-like Activity In Vivo. Neuron. PMID 29503184 DOI: 10.1016/J.Neuron.2018.01.047  0.765
2018 Sammons RP, Clopath C, Barnes SJ. Size-Dependent Axonal Bouton Dynamics following Visual Deprivation In Vivo. Cell Reports. 22: 576-584. PMID 29346758 DOI: 10.1016/j.celrep.2017.12.065  0.365
2018 Bouvier G, Aljadeff J, Clopath C, Bimbard C, Ranft J, Blot A, Nadal J, Brunel N, Hakim V, Barbour B. Author response: Cerebellar learning using perturbations Elife. DOI: 10.7554/Elife.31599.026  0.711
2017 Nicola W, Clopath C. Supervised learning in spiking neural networks with FORCE training. Nature Communications. 8: 2208. PMID 29263361 DOI: 10.1038/S41467-017-01827-3  0.781
2017 Barnes SJ, Franzoni E, Jacobsen RI, Erdelyi F, Szabo G, Clopath C, Keller GB, Keck T. Deprivation-Induced Homeostatic Spine Scaling In Vivo Is Localized to Dendritic Branches that Have Undergone Recent Spine Loss. Neuron. PMID 29107520 DOI: 10.1016/J.Neuron.2017.09.052  0.375
2017 Cayco-Gajic NA, Clopath C, Silver RA. Sparse synaptic connectivity is required for decorrelation and pattern separation in feedforward networks. Nature Communications. 8: 1116. PMID 29061964 DOI: 10.1038/s41467-017-01109-y  0.436
2017 Bono J, Clopath C. Modeling somatic and dendritic spike mediated plasticity at the single neuron and network level. Nature Communications. 8: 706. PMID 28951585 DOI: 10.1038/s41467-017-00740-z  0.503
2017 Bono J, Wilmes KA, Clopath C. Modelling plasticity in dendrites: from single cells to networks. Current Opinion in Neurobiology. 46: 136-141. PMID 28888857 DOI: 10.1016/j.conb.2017.08.013  0.815
2017 Hellyer PJ, Clopath C, Kehagia AA, Turkheimer FE, Leech R. From homeostasis to behavior: Balanced activity in an exploration of embodied dynamic environmental-neural interaction. Plos Computational Biology. 13: e1005721. PMID 28837556 DOI: 10.1371/Journal.Pcbi.1005721  0.362
2017 Brzosko Z, Zannone S, Schultz W, Clopath C, Paulsen O. Sequential neuromodulation of Hebbian plasticity offers mechanism for effective reward-based navigation. Elife. 6. PMID 28691903 DOI: 10.7554/Elife.27756  0.803
2017 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. Overcoming catastrophic forgetting in neural networks. Proceedings of the National Academy of Sciences of the United States of America. PMID 28292907 DOI: 10.1073/Pnas.1611835114  0.345
2017 Clopath C, Bonhoeffer T, Hübener M, Rose T. Variance and invariance of neuronal long-term representations. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 372. PMID 28093555 DOI: 10.1098/rstb.2016.0161  0.447
2017 Brzosko Z, Zannone S, Schultz W, Clopath C, Paulsen O. Author response: Sequential neuromodulation of Hebbian plasticity offers mechanism for effective reward-based navigation Elife. DOI: 10.7554/Elife.27756.020  0.777
2016 Pedrosa V, Clopath C. The Role of Neuromodulators in Cortical Plasticity. A Computational Perspective. Frontiers in Synaptic Neuroscience. 8: 38. PMID 28119596 DOI: 10.3389/Fnsyn.2016.00038  0.794
2016 Badura A, Clopath C, Schonewille M, De Zeeuw CI. Modeled changes of cerebellar activity in mutant mice are predictive of their learning impairments. Scientific Reports. 6: 36131. PMID 27805050 DOI: 10.1038/Srep36131  0.419
2016 Sharpee TO, Destexhe A, Kawato M, Sekulić V, Skinner FK, Wójcik DK, Chintaluri C, Cserpán D, Somogyvári Z, Kim JK, Kilpatrick ZP, Bennett MR, Josić K, Elices I, Arroyo D, ... ... Clopath C, et al. 25th Annual Computational Neuroscience Meeting: CNS-2016 Bmc Neuroscience. 17: 54. PMID 27534393 DOI: 10.1186/S12868-016-0283-6  0.673
2016 Sweeney Y, Clopath C. Emergent spatial synaptic structure from diffusive plasticity. The European Journal of Neuroscience. PMID 27206794 DOI: 10.1111/Ejn.13279  0.814
2015 Hellyer PJ, Jachs B, Clopath C, Leech R. Local inhibitory plasticity tunes macroscopic brain dynamics and allows the emergence of functional brain networks. Neuroimage. 124: 85-95. PMID 26348562 DOI: 10.1016/J.Neuroimage.2015.08.069  0.385
2015 Sadeh S, Clopath C, Rotter S. Emergence of Functional Specificity in Balanced Networks with Synaptic Plasticity. Plos Computational Biology. 11: e1004307. PMID 26090844 DOI: 10.1371/journal.pcbi.1004307  0.486
2015 Sadeh S, Clopath C, Rotter S. Processing of Feature Selectivity in Cortical Networks with Specific Connectivity. Plos One. 10: e0127547. PMID 26083363 DOI: 10.1371/journal.pone.0127547  0.39
2015 Jarvis SJ, Caze R, Clopath C. Extending the tempotron with hierarchical dendrites allows faster learning Bmc Neuroscience. 16. DOI: 10.1186/1471-2202-16-S1-P37  0.47
2015 Tchumatchenko T, Clopath C. The contribution of subthreshold preference in inhibitory neurons to network response Bmc Neuroscience. 16. DOI: 10.1186/1471-2202-16-S1-P36  0.445
2015 Clopath C, Bono J, Klatzmann U. Excitatory to inhibitory connectivity shaped by synaptic and homeostatic plasticity Bmc Neuroscience. 16: 126. DOI: 10.1186/1471-2202-16-S1-P126  0.501
2014 Tchumatchenko T, Clopath C. Oscillations emerging from noise-driven steady state in networks with electrical synapses and subthreshold resonance. Nature Communications. 5: 5512. PMID 25405458 DOI: 10.1038/ncomms6512  0.39
2014 Clopath C, Badura A, De Zeeuw CI, Brunel N. A cerebellar learning model of vestibulo-ocular reflex adaptation in wild-type and mutant mice. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 7203-15. PMID 24849355 DOI: 10.1523/Jneurosci.2791-13.2014  0.608
2013 Ko H, Cossell L, Baragli C, Antolik J, Clopath C, Hofer SB, Mrsic-Flogel TD. The emergence of functional microcircuits in visual cortex. Nature. 496: 96-100. PMID 23552948 DOI: 10.1038/Nature12015  0.449
2013 Clopath C, Brunel N. Optimal properties of analog perceptrons with excitatory weights. Plos Computational Biology. 9: e1002919. PMID 23436991 DOI: 10.1371/journal.pcbi.1002919  0.628
2013 Clopath C, Badura A, De Zeeuw C, Brunel N. A cerebellar learning model that reproduces the behavior of vestibulo-ocular reflex adaptation in wild-type and knock-out mice Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-O4  0.638
2012 Clopath C. Synaptic consolidation: an approach to long-term learning. Cognitive Neurodynamics. 6: 251-7. PMID 23730356 DOI: 10.1007/s11571-011-9177-6  0.413
2012 Clopath C, Nadal JP, Brunel N. Storage of correlated patterns in standard and bistable Purkinje cell models. Plos Computational Biology. 8: e1002448. PMID 22570592 DOI: 10.1371/journal.pcbi.1002448  0.74
2011 Gjorgjieva J, Clopath C, Audet J, Pfister JP. A triplet spike-timing-dependent plasticity model generalizes the Bienenstock-Cooper-Munro rule to higher-order spatiotemporal correlations. Proceedings of the National Academy of Sciences of the United States of America. 108: 19383-8. PMID 22080608 DOI: 10.1073/Pnas.1105933108  0.672
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  0.803
2010 Clopath C, Gerstner W. Voltage and Spike Timing Interact in STDP - A Unified Model. Frontiers in Synaptic Neuroscience. 2: 25. PMID 21423511 DOI: 10.3389/fnsyn.2010.00025  0.701
2010 Clopath C, Büsing L, Vasilaki E, Gerstner W. Connectivity reflects coding: a model of voltage-based STDP with homeostasis. Nature Neuroscience. 13: 344-52. PMID 20098420 DOI: 10.1038/nn.2479  0.798
2009 Clopath C, Ziegler L, Buesing L, Vasilaki E, Gerstner W. Modeling plasticity across different time scales: the TagTriC model Bmc Neuroscience. 10: P192. DOI: 10.1186/1471-2202-10-S1-P192  0.795
2009 Clopath C, Büsing L, Vasilaki E, Gerstner W. Connectivity reflects coding: A model of voltage-based spike-timing-dependent-plasticity with homeostasis Nature Precedings. DOI: 10.1038/Npre.2009.3362.1  0.796
2009 Clopath C, Longtin A, Gerstner W. An online Hebbian learning rule that performs independent component analysis Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference 0.634
2008 Clopath C, Ziegler L, Vasilaki E, Büsing L, Gerstner W. Tag-trigger-consolidation: a model of early and late long-term-potentiation and depression. Plos Computational Biology. 4: e1000248. PMID 19112486 DOI: 10.1371/journal.pcbi.1000248  0.786
2008 Naud R, Marcille N, Clopath C, Gerstner W. Firing patterns in the adaptive exponential integrate-and-fire model. Biological Cybernetics. 99: 335-47. PMID 19011922 DOI: 10.1007/S00422-008-0264-7  0.773
2007 Marcille N, Clopath C, Ranjan R, Druckmann S, Schuermann F, Markram H, Gerstner W. Predicting neuronal activity with an adaptive exponential integrate-and-fire model Bmc Neuroscience. 8: P121. DOI: 10.1186/1471-2202-8-S2-P121  0.776
2007 Clopath C, Jolivet R, Rauch A, Lüscher HR, Gerstner W. Predicting neuronal activity with simple models of the threshold type: Adaptive Exponential Integrate-and-Fire model with two compartments Neurocomputing. 70: 1668-1673. DOI: 10.1016/J.Neucom.2006.10.047  0.795
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