Works by Clopath, Claudia

Results: 56

Unifying network model links recency and central tendency biases in working memory.

Published in:

eLife, 2024, p. 1, doi. 10.7554/eLife.86725

By:

Boboeva, Vezha;
Pezzotta, Alberto;
Clopath, Claudia;
Akrami, Athena

Publication type:

Article

RatInABox, a toolkit for modelling locomotion and neuronal activity in continuous environments.

Published in:

eLife, 2024, p. 1, doi. 10.7554/eLife.85274

By:

George, Tom M.;
Rastogi, Mehul;
de Cothi, William;
Clopath, Claudia;
Stachenfeld, Kimberly;
Barry, Caswell

Publication type:

Article

Long- and short-term history effects in a spiking network model of statistical learning.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-39108-3

By:

Maes, Amadeus;
Barahona, Mauricio;
Clopath, Claudia

Publication type:

Article

A tale of two transmitters: serotonin and histamine as in vivo biomarkers of chronic stress in mice.

Published in:

Journal of Neuroinflammation, 2022, v. 19, n. 1, p. 1, doi. 10.1186/s12974-022-02508-9

By:

Hersey, Melinda;
Reneaux, Melissa;
Berger, Shane N.;
Mena, Sergio;
Buchanan, Anna Marie;
Ou, Yangguang;
Tavakoli, Navid;
Reagan, Lawrence P.;
Clopath, Claudia;
Hashemi, Parastoo

Publication type:

Article

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

Published in:

PLoS Computational Biology, 2018, v. 14, n. 3, p. 1, doi. 10.1371/journal.pcbi.1006025

By:

Pernelle, Guillaume;
Nicola, Wilten;
Clopath, Claudia

Publication type:

Article

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

Published in:

PLoS Computational Biology, 2017, v. 13, n. 8, p. 1, doi. 10.1371/journal.pcbi.1005721

By:

Hellyer, Peter John;
Clopath, Claudia;
Kehagia, Angie A.;
Turkheimer, Federico E.;
Leech, Robert

Publication type:

Article

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

Published in:

Nature Communications, 2018, v. 9, n. 1, p. 1, doi. 10.1038/s41467-018-04548-3

By:

Sollini, Joseph;
Chapuis, Gaëlle A.;
Clopath, Claudia;
Chadderton, Paul

Publication type:

Article

Supervised learning in spiking neural networks with FORCE training.

Published in:

Nature Communications, 2017, v. 8, n. 1, p. 1, doi. 10.1038/s41467-017-01827-3

By:

Nicola, Wilten;
Clopath, Claudia

Publication type:

Article

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

Published in:

Nature Communications, 2017, v. 8, n. 1, p. 1, doi. 10.1038/s41467-017-01109-y

By:

Cayco-Gajic, N. Alex;
Clopath, Claudia;
Silver, R. Angus

Publication type:

Article

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

Published in:

Nature Communications, 2017, v. 8, n. 1, p. 1, doi. 10.1038/s41467-017-00740-z

By:

Bono, Jacopo;
Clopath, Claudia

Publication type:

Article

Emergent spatial synaptic structure from diffusive plasticity.

Published in:

European Journal of Neuroscience, 2017, v. 45, n. 8, p. 1057, doi. 10.1111/ejn.13279

By:

Sweeney, Yann;
Clopath, Claudia;
Poirazi, Panayiota

Publication type:

Article

A tale of two transmitters: serotonin and histamine as in vivo biomarkers of chronic stress in mice.

Published in:

2022

By:

Hersey, Melinda;
Reneaux, Melissa;
Berger, Shane N.;
Mena, Sergio;
Buchanan, Anna Marie;
Ou, Yangguang;
Tavakoli, Navid;
Reagan, Lawrence P.;
Clopath, Claudia;
Hashemi, Parastoo

Publication type:

journal article

Emergence of Functional Specificity in Balanced Networks with Synaptic Plasticity.

Published in:

PLoS Computational Biology, 2015, v. 11, n. 6, p. 1, doi. 10.1371/journal.pcbi.1004307

By:

Sadeh, Sadra;
Clopath, Claudia;
Rotter, Stefan

Publication type:

Article

Optimal Properties of Analog Perceptrons with Excitatory Weights.

Published in:

PLoS Computational Biology, 2013, v. 9, n. 2, p. 1, doi. 10.1371/journal.pcbi.1002919

By:

Clopath, Claudia;
Brunel, Nicolas

Publication type:

Article

Storage of Correlated Patterns in Standard and Bistable Purkinje Cell Models.

Published in:

PLoS Computational Biology, 2012, v. 8, n. 4, p. 1, doi. 10.1371/journal.pcbi.1002448

By:

Clopath, Claudia;
Nadal, Jean-Pierre;
Brunel, Nicolas

Publication type:

Article

Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression.

Published in:

PLoS Computational Biology, 2008, v. 4, n. 12, p. 1, doi. 10.1371/journal.pcbi.1000248

By:

Clopath, Claudia;
Ziegler, Lorric;
Vasilaki, Eleni;
Büsing, Lars;
Gerstner, Wulfram

Publication type:

Article

Functional networks of inhibitory neurons orchestrate synchrony in the hippocampus.

Published in:

PLoS Biology, 2024, v. 22, n. 10, p. 1, doi. 10.1371/journal.pbio.3002837

By:

Bocchio, Marco;
Vorobyev, Artem;
Sadeh, Sadra;
Brustlein, Sophie;
Dard, Robin;
Reichinnek, Susanne;
Emiliani, Valentina;
Baude, Agnes;
Clopath, Claudia;
Cossart, Rosa

Publication type:

Article

The emergence of functional microcircuits in visual cortex.

Published in:

Nature, 2013, v. 496, n. 7443, p. 96, doi. 10.1038/nature12015

By:

Ko, Ho;
Cossell, Lee;
Baragli, Chiara;
Antolik, Jan;
Clopath, Claudia;
Hofer, Sonja B.;
Mrsic-Flogel, Thomas D.

Publication type:

Article

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

Published in:

Biological Cybernetics, 2008, v. 99, n. 4/5, p. 335, doi. 10.1007/s00422-008-0264-7

By:

Naud, Richard;
Marcille, Nicolas;
Clopath, Claudia;
Gerstner, Wulfram

Publication type:

Article

Learning to express reward prediction error-like dopaminergic activity requires plastic representations of time.

Published in:

Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-50205-3

By:

Cone, Ian;
Clopath, Claudia;
Shouval, Harel Z.

Publication type:

Article

De novo motor learning creates structure in neural activity that shapes adaptation.

Published in:

Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-48008-7

By:

Chang, Joanna C.;
Perich, Matthew G.;
Miller, Lee E.;
Gallego, Juan A.;
Clopath, Claudia

Publication type:

Article

A Cerebellar Learning Model of Vestibulo-Ocular Reflex Adaptation in Wild-Type and Mutant Mice.

Published in:

Journal of Neuroscience, 2014, v. 34, n. 21, p. 7203, doi. 10.1523/JNEUROSCI.2791-13.2014

By:

Clopath, Claudia;
Badura, Aleksandra;
De Zeeuw, Chris I.;
Brunel, Nicolas

Publication type:

Article

Modeling plasticity across different time scales: the TagTriC model.

Published in:

BMC Neuroscience, 2009, v. 10, p. 1, doi. 10.1186/1471-2202-10-S1-P192

By:

Clopath, Claudia;
Ziegler, Lorric;
Buesing, Lars;
Vasilaki, Eleni;
Gerstner, Wulfram

Publication type:

Article

An online Hebbian learning rule that performs independent component analysis.

Published in:

BMC Neuroscience, 2008, v. 9, p. 1, doi. 10.1186/1471-2202-9-S1-O13

By:

Clopath, Claudia;
Longtin, André;
Gerstner, Wulfram

Publication type:

Article

Predicting neuronal activity with an adaptive exponential integrate-and-fire model.

Published in:

2007

By:

Marcille, Nicolas;
Clopath, Claudia;
Ranjan, Rajnish;
Druckmann, Shaul;
Schuermann, Felix;
Markram, Henry;
Gerstner, Wulfram

Publication type:

Abstract

Inhibitory microcircuits for top-down plasticity of sensory representations.

Published in:

Nature Communications, 2019, v. 10, n. 1, p. N.PAG, doi. 10.1038/s41467-019-12972-2

By:

Wilmes, Katharina Anna;
Clopath, Claudia

Publication type:

Article

Uncertainty estimation with prediction-error circuits.

Published in:

Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-025-58311-6

By:

Hertäg, Loreen;
Wilmes, Katharina A.;
Clopath, Claudia

Publication type:

Article

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

Published in:

PLoS ONE, 2017, v. 12, n. 9, p. 1, doi. 10.1371/journal.pone.0183309

By:

Bass, Cher;
Helkkula, Pyry;
De Paola, Vincenzo;
Clopath, Claudia;
Bharath, Anil Anthony

Publication type:

Article

Intrinsic Neural Excitability Biases Allocation and Overlap of Memory Engrams.

Published in:

Journal of Neuroscience, 2024, v. 44, n. 21, p. 1, doi. 10.1523/JNEUROSCI.0846-23.2024

By:

Delamare, Geoffroy;
Feitosa Tomé, Douglas;
Clopath, Claudia

Publication type:

Article

Learning spatiotemporal signals using a recurrent spiking network that discretizes time.

Published in:

PLoS Computational Biology, 2020, v. 16, n. 1, p. 1, doi. 10.1371/journal.pcbi.1007606

By:

Maes, Amadeus;
Barahona, Mauricio;
Clopath, Claudia

Publication type:

Article

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

Published in:

PLoS Computational Biology, 2019, v. 15, n. 3, p. 1, doi. 10.1371/journal.pcbi.1006834

By:

Bono, Jacopo;
Clopath, Claudia

Publication type:

Article

Learning predictive cognitive maps with spiking neurons during behavior and replays.

Published in:

eLife, 2023, p. 1, doi. 10.7554/eLife.80671

By:

Bono, Jacopo;
Zannone, Sara;
Pedrosa, Victor;
Clopath, Claudia

Publication type:

Article

Postsynaptic burst reactivation of hippocampal neurons enables associative plasticity of temporally discontiguous inputs.

Published in:

eLife, 2022, p. 1, doi. 10.7554/eLife.81071

By:

Fuchsberger, Tanja;
Clopath, Claudia;
Jarzebowski, Przemyslaw;
Brzosko, Zuzanna;
Hongbing Wang;
Paulsen, Ole

Publication type:

Article

Contribution of behavioural variability to representational drift.

Published in:

eLife, 2022, p. 1, doi. 10.7554/eLife.77907

By:

Sadeh, Sadra;
Clopath, Claudia

Publication type:

Article

The functional role of sequentially neuromodulated synaptic plasticity in behavioural learning.

Published in:

PLoS Computational Biology, 2021, v. 17, n. 6, p. 1, doi. 10.1371/journal.pcbi.1009017

By:

Ang, Grace Wan Yu;
Tang, Clara S.;
Hay, Y. Audrey;
Zannone, Sara;
Paulsen, Ole;
Clopath, Claudia

Publication type:

Article

Learning compositional sequences with multiple time scales through a hierarchical network of spiking neurons.

Published in:

PLoS Computational Biology, 2021, v. 17, n. 3, p. 1, doi. 10.1371/journal.pcbi.1008866

By:

Maes, Amadeus;
Barahona, Mauricio;
Clopath, Claudia

Publication type:

Article

Neural manifold under plasticity in a goal driven learning behaviour.

Published in:

PLoS Computational Biology, 2021, v. 17, n. 2, p. 1, doi. 10.1371/journal.pcbi.1008621

By:

Feulner, Barbara;
Clopath, Claudia

Publication type:

Article

The interplay between somatic and dendritic inhibition promotes the emergence and stabilization of place fields.

Published in:

PLoS Computational Biology, 2020, v. 16, n. 7, p. 1, doi. 10.1371/journal.pcbi.1007955

By:

Pedrosa, Victor;
Clopath, Claudia

Publication type:

Article

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

Published in:

Frontiers in Synaptic Neuroscience, 2017, v. 8, p. 1, doi. 10.3389/fnsyn.2016.00038

By:

Pedrosa, Victor;
Clopath, Claudia

Publication type:

Article

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

Published in:

Nature Neuroscience, 2010, v. 13, n. 3, p. 344, doi. 10.1038/nn.2479

By:

Clopath, Claudia;
Büsing, Lars;
Vasilaki, Eleni;
Gerstner, Wulfram

Publication type:

Article

Oscillations emerging from noise-driven steady state in networks with electrical synapses and subthreshold resonance.

Published in:

Nature Communications, 2014, v. 5, n. 11, p. 5512, doi. 10.1038/ncomms6512

By:

Tchumatchenko, Tatjana;
Clopath, Claudia

Publication type:

Article

Memories in a network with excitatory and inhibitory plasticity are encoded in the spiking irregularity.

Published in:

PLoS Computational Biology, 2021, v. 17, n. 11, p. 1, doi. 10.1371/journal.pcbi.1009593

By:

Gallinaro, Júlia V.;
Clopath, Claudia

Publication type:

Article

Separable actions of acetylcholine and noradrenaline on neuronal ensemble formation in hippocampal CA3 circuits.

Published in:

PLoS Computational Biology, 2021, v. 17, n. 10, p. 1, doi. 10.1371/journal.pcbi.1009435

By:

Prince, Luke Y.;
Bacon, Travis;
Humphries, Rachel;
Tsaneva-Atanasova, Krasimira;
Clopath, Claudia;
Mellor, Jack R.

Publication type:

Article

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

Published in:

Scientific Reports, 2016, p. 36131, doi. 10.1038/srep36131

By:

Badura, Aleksandra;
Clopath, Claudia;
Schonewille, Martijn;
De Zeeuw, Chris I.

Publication type:

Article

Interneuron-specific plasticity at parvalbumin and somatostatin inhibitory synapses onto CA1 pyramidal neurons shapes hippocampal output.

Published in:

Nature Communications, 2020, v. 11, n. 1, p. 1, doi. 10.1038/s41467-020-18074-8

By:

Udakis, Matt;
Pedrosa, Victor;
Chamberlain, Sophie E. L.;
Clopath, Claudia;
Mellor, Jack R.

Publication type:

Article

Audio-visual experience strengthens multisensory assemblies in adult mouse visual cortex.

Published in:

Nature Communications, 2019, v. 10, n. 1, p. 1, doi. 10.1038/s41467-019-13607-2

By:

Knöpfel, Thomas;
Sweeney, Yann;
Radulescu, Carola I.;
Zabouri, Nawal;
Doostdar, Nazanin;
Clopath, Claudia;
Barnes, Samuel J.

Publication type:

Article

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

Published in:

PLoS ONE, 2015, v. 10, n. 7, p. 1, doi. 10.1371/journal.pone.0134775

By:

Sadeh, Sadra;
Clopath, Claudia;
Rotter, Stefan

Publication type:

Article

Processing of Feature Selectivity in Cortical Networks with Specific Connectivity.

Published in:

PLoS ONE, 2015, v. 10, n. 6, p. 1, doi. 10.1371/journal.pone.0127547

By:

Sadeh, Sadra;
Clopath, Claudia;
Rotter, Stefan

Publication type:

Article

Dendrites help mitigate the plasticity-stability dilemma.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-32410-0

By:

Wilmes, Katharina A.;
Clopath, Claudia

Publication type:

Article

Catalyzing next-generation Artificial Intelligence through NeuroAI.

Published in:

Nature Communications, 2023, v. 14, n. 1, p. 1, doi. 10.1038/s41467-023-37180-x

By:

Zador, Anthony;
Escola, Sean;
Richards, Blake;
Ölveczky, Bence;
Bengio, Yoshua;
Boahen, Kwabena;
Botvinick, Matthew;
Chklovskii, Dmitri;
Churchland, Anne;
Clopath, Claudia;
DiCarlo, James;
Ganguli, Surya;
Hawkins, Jeff;
Körding, Konrad;
Koulakov, Alexei;
LeCun, Yann;
Lillicrap, Timothy;
Marblestone, Adam;
Olshausen, Bruno;
Pouget, Alexandre

Publication type:

Article