Claudia Clopath - Publications

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

65 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 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  1
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  1
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  0.01
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 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  0.01
2020 Sadeh S, Clopath C. Inhibitory stabilization and cortical computation. Nature Reviews. Neuroscience. PMID 33177630 DOI: 10.1038/s41583-020-00390-z  1
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  1
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  1
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  1
2020 Tomašev N, Cornebise J, Hutter F, Mohamed S, Picciariello A, Connelly B, Belgrave DCM, Ezer D, Haert FCV, Mugisha F, Abila G, Arai H, Almiraat H, Proskurnia J, Snyder K, ... ... Clopath C, et al. AI for social good: unlocking the opportunity for positive impact. Nature Communications. 11: 2468. PMID 32424119 DOI: 10.1038/S41467-020-15871-Z  0.04
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  1
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  1
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  0.01
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  1
2020 Sadeh S, Clopath C. Author response: Patterned perturbation of inhibition can reveal the dynamical structure of neural processing Elife. DOI: 10.7554/Elife.52757.Sa2  1
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  0.01
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  1
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  0.2
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  1
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  0.01
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  0.01
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  1
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  1
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  1
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  0.8
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  0.01
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  1
2018 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. Reply to Huszár: The elastic weight consolidation penalty is empirically valid. Proceedings of the National Academy of Sciences of the United States of America. PMID 29463734 DOI: 10.1073/Pnas.1800157115  0.01
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  1
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  1
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  0.01
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  1
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  0.04
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  0.01
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  0.08
2017 Bass C, Helkkula P, De Paola V, Clopath C, Bharath AA. Detection of axonal synapses in 3D two-photon images. Plos One. 12: e0183309. PMID 28873436 DOI: 10.1371/journal.pone.0183309  0.01
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  1
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  1
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  0.01
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  0.01
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  1
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  1
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  1
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  1
2016 Sweeney Y, Clopath C. Emergent spatial synaptic structure from diffusive plasticity. The European Journal of Neuroscience. PMID 27206794 DOI: 10.1111/Ejn.13279  1
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  1
2015 Sadeh S, Clopath C, Rotter S. Correction: Processing of Feature Selectivity in Cortical Networks with Specific Connectivity. Plos One. 10: e0134775. PMID 26230257 DOI: 10.1371/journal.pone.0134775  1
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  1
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  1
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  0.01
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  1
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  1
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  1
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  1
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  1
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  1
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  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
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  1
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  1
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  1
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 1
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  1
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  1
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  1
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