| Year |
Citation |
Score |
| 2024 |
Witten I, Yamins DLK, Clopath C, Bethge M, Zeng Y, Kennedy A, Birhane A, Tsao D, Kim B, Fiete I. Future views on neuroscience and AI. Cell. 187: 5809-5813. PMID 39423800 DOI: 10.1016/j.cell.2024.09.031 |
0.405 |
|
| 2024 |
Chang JC, Perich MG, Miller LE, Gallego JA, Clopath C. De novo motor learning creates structure in neural activity that shapes adaptation. Nature Communications. 15: 4084. PMID 38744847 DOI: 10.1038/s41467-024-48008-7 |
0.618 |
|
| 2024 |
Albesa-González A, Clopath C. Learning with filopodia and spines: Complementary strong and weak competition lead to specialized, graded, and protected receptive fields. Plos Computational Biology. 20: e1012110. PMID 38743789 DOI: 10.1371/journal.pcbi.1012110 |
0.351 |
|
| 2024 |
Nicola W, Newton TR, Clopath C. The impact of spike timing precision and spike emission reliability on decoding accuracy. Scientific Reports. 14: 10536. PMID 38719897 DOI: 10.1038/s41598-024-58524-7 |
0.746 |
|
| 2024 |
Delamare G, Zaki Y, Cai DJ, Clopath C. Drift of neural ensembles driven by slow fluctuations of intrinsic excitability. Elife. 12. PMID 38712831 DOI: 10.7554/eLife.88053 |
0.811 |
|
| 2024 |
Delamare G, Tomé DF, Clopath C. Intrinsic neural excitability biases allocation and overlap of memory engrams. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 38561228 DOI: 10.1523/JNEUROSCI.0846-23.2024 |
0.779 |
|
| 2023 |
Myers-Joseph D, Wilmes KA, Fernandez-Otero M, Clopath C, Khan AG. Disinhibition by VIP interneurons is orthogonal to cross-modal attentional modulation in primary visual cortex. Neuron. PMID 38070500 DOI: 10.1016/j.neuron.2023.11.006 |
0.791 |
|
| 2023 |
Robert V, O'Neil K, Rashid SK, Johnson CD, De La Torre RG, Zemelman BV, Clopath C, Basu J. Entorhinal cortex glutamatergic and GABAergic projections bidirectionally control discrimination and generalization of hippocampal representations. Biorxiv : the Preprint Server For Biology. PMID 37986793 DOI: 10.1101/2023.11.08.566107 |
0.499 |
|
| 2023 |
Maes A, Barahona M, Clopath C. Long- and short-term history effects in a spiking network model of statistical learning. Scientific Reports. 13: 12939. PMID 37558704 DOI: 10.1038/s41598-023-39108-3 |
0.321 |
|
| 2023 |
Gallinaro JV, Scholl B, Clopath C. Synaptic weights that correlate with presynaptic selectivity increase decoding performance. Plos Computational Biology. 19: e1011362. PMID 37549193 DOI: 10.1371/journal.pcbi.1011362 |
0.339 |
|
| 2023 |
Chang JC, Perich MG, Miller LE, Gallego JA, Clopath C. motor learning creates structure in neural activity space that shapes adaptation. Biorxiv : the Preprint Server For Biology. PMID 37293081 DOI: 10.1101/2023.05.23.541925 |
0.798 |
|
| 2023 |
Wilmes KA, Clopath C. Dendrites help mitigate the plasticity-stability dilemma. Scientific Reports. 13: 6543. PMID 37085642 DOI: 10.1038/s41598-023-32410-0 |
0.816 |
|
| 2023 |
Zador A, Escola S, Richards B, Ölveczky B, Bengio Y, Boahen K, Botvinick M, Chklovskii D, Churchland A, Clopath C, DiCarlo J, Ganguli S, Hawkins J, Körding K, Koulakov A, et al. Catalyzing next-generation Artificial Intelligence through NeuroAI. Nature Communications. 14: 1597. PMID 36949048 DOI: 10.1038/s41467-023-37180-x |
0.751 |
|
| 2023 |
Bono J, Zannone S, Pedrosa V, Clopath C. Learning predictive cognitive maps with spiking neurons during behavior and replays. Elife. 12. PMID 36927625 DOI: 10.7554/eLife.80671 |
0.801 |
|
| 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 |
0.334 |
|
| 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 |
0.782 |
|
| 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 |
0.803 |
|
| 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 |
0.73 |
|
| 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 |
0.817 |
|
| 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 |
0.316 |
|
| 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 |
0.771 |
|
| 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 |
0.801 |
|
| 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 |
0.31 |
|
| 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 |
0.733 |
|
| 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 |
0.71 |
|
| 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 |
0.81 |
|
| 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 |
0.404 |
|
| 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 |
0.461 |
|
| 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 |
0.773 |
|
| 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 |
0.435 |
|
| 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 |
0.792 |
|
| 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 |
0.821 |
|
| 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 |
0.783 |
|
| 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 |
0.777 |
|
| 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 |
0.422 |
|
| 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 |
0.749 |
|
| 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 |
0.812 |
|
| 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 |
0.749 |
|
| 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 |
0.776 |
|
| 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 |
0.719 |
|
| 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 |
0.358 |
|
| 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 |
0.712 |
|
| 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 |
0.769 |
|
| 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 |
0.359 |
|
| 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 |
0.429 |
|
| 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 |
0.49 |
|
| 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 |
0.819 |
|
| 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 |
0.369 |
|
| 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 |
0.804 |
|
| 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 |
0.356 |
|
| 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 |
0.439 |
|
| 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 |
0.778 |
|
| 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 |
0.757 |
|
| 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 |
0.421 |
|
| 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 |
0.683 |
|
| 2016 |
Sweeney Y, Clopath C. Emergent spatial synaptic structure from diffusive plasticity. The European Journal of Neuroscience. PMID 27206794 DOI: 10.1111/Ejn.13279 |
0.813 |
|
| 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 |
0.387 |
|
| 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 |
0.474 |
|
| 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 |
0.388 |
|
| 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 |
0.463 |
|
| 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 |
0.44 |
|
| 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 |
0.486 |
|
| 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 |
0.386 |
|
| 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 |
0.604 |
|
| 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 |
0.432 |
|
| 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 |
0.619 |
|
| 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 |
0.636 |
|
| 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 |
0.404 |
|
| 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 |
0.737 |
|
| 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 |
0.663 |
|
| 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 |
0.806 |
|
| 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 |
0.692 |
|
| 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 |
0.793 |
|
| 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 |
0.787 |
|
| 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 |
0.792 |
|
| 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. |
0.633 |
|
| 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 |
0.778 |
|
| 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 |
0.779 |
|
| 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 |
0.781 |
|
| 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 |
0.794 |
|
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