Tim P Vogels
Vogels Group
38 Publications
2024 | Published | Journal Article | IST-REx-ID: 14841
A structurally precise mechanism links an epilepsy-associated KCNC2 potassium channel mutation to interneuron dysfunction
J. Clatot, C. Currin, Q. Liang, T. Pipatpolkai, S.L. Massey, I. Helbig, L. Delemotte, T.P. Vogels, M. Covarrubias, E.M. Goldberg, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).
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| DOI
| PubMed | Europe PMC
J. Clatot, C. Currin, Q. Liang, T. Pipatpolkai, S.L. Massey, I. Helbig, L. Delemotte, T.P. Vogels, M. Covarrubias, E.M. Goldberg, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).
2023 | Published | Journal Article | IST-REx-ID: 14666 |
Metabolically regulated spiking could serve neuronal energy homeostasis and protect from reactive oxygen species
C. Chintaluri, T.P. Vogels, Proceedings of the National Academy of Sciences of the United States of America 120 (2023).
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C. Chintaluri, T.P. Vogels, Proceedings of the National Academy of Sciences of the United States of America 120 (2023).
2022 | Published | Preprint | IST-REx-ID: 8125 |
High capacity and dynamic accessibility in associative memory networks with context-dependent neuronal and synaptic gating
W.F. Podlaski, E.J. Agnes, T.P. Vogels, BioRxiv (2022).
[Preprint]
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| Download Preprint (ext.)
W.F. Podlaski, E.J. Agnes, T.P. Vogels, BioRxiv (2022).
2022 | Published | Conference Paper | IST-REx-ID: 13239 |
Predictive learning enables neural networks to learn complex working memory tasks
T.L. Van Der Plas, T.P. Vogels, S.G. Manohar, in:, Proceedings of Machine Learning Research, ML Research Press, 2022, pp. 518–531.
[Published Version]
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T.L. Van Der Plas, T.P. Vogels, S.G. Manohar, in:, Proceedings of Machine Learning Research, ML Research Press, 2022, pp. 518–531.
2022 | Published | Journal Article | IST-REx-ID: 11143 |
Developmentally regulated impairment of parvalbumin interneuron synaptic transmission in an experimental model of Dravet syndrome
K. Kaneko, C. Currin, K.M. Goff, E.R. Wengert, A. Somarowthu, T.P. Vogels, E.M. Goldberg, Cell Reports 38 (2022).
[Published Version]
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| DOI
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K. Kaneko, C. Currin, K.M. Goff, E.R. Wengert, A. Somarowthu, T.P. Vogels, E.M. Goldberg, Cell Reports 38 (2022).
2022 | Published | Journal Article | IST-REx-ID: 12009 |
Developmental depression-to-facilitation shift controls excitation-inhibition balance
D.W. Jia, T.P. Vogels, R.P. Costa, Communications Biology 5 (2022).
[Published Version]
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| Files available
| DOI
| WoS
D.W. Jia, T.P. Vogels, R.P. Costa, Communications Biology 5 (2022).
2022 | Published | Journal Article | IST-REx-ID: 12084 |
Regimes and mechanisms of transient amplification in abstract and biological neural networks
G. Christodoulou, T.P. Vogels, E.J. Agnes, PLoS Computational Biology 18 (2022).
[Published Version]
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| DOI
| WoS
G. Christodoulou, T.P. Vogels, E.J. Agnes, PLoS Computational Biology 18 (2022).
2022 | Published | Journal Article | IST-REx-ID: 10753 |
A familiar thought: Machines that replace us?
B.J. Confavreux, T.P. Vogels, Neuron 110 (2022) 361–362.
[Published Version]
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| PubMed | Europe PMC
B.J. Confavreux, T.P. Vogels, Neuron 110 (2022) 361–362.
2021 | Published | Journal Article | IST-REx-ID: 8253 |
The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks
F. Zenke, T.P. Vogels, Neural Computation 33 (2021) 899–925.
[Published Version]
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F. Zenke, T.P. Vogels, Neural Computation 33 (2021) 899–925.
2021 | Published | Journal Article | IST-REx-ID: 8757 |
Talking science, online
P. Bozelos, T.P. Vogels, Nature Reviews Neuroscience 22 (2021) 1–2.
[Published Version]
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| PubMed | Europe PMC
P. Bozelos, T.P. Vogels, Nature Reviews Neuroscience 22 (2021) 1–2.
2021 | Published | Conference Paper | IST-REx-ID: 11453 |
Online learning of neural computations from sparse temporal feedback
L. Braun, T.P. Vogels, in:, Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021, pp. 16437–16450.
[Published Version]
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| Download Published Version (ext.)
L. Braun, T.P. Vogels, in:, Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021, pp. 16437–16450.
2021 | Published | Journal Article | IST-REx-ID: 9228 |
Towards democratizing and automating online conferences: Lessons from the Neuromatch Conferences
T. Achakulvisut, T. Ruangrong, P. Mineault, T.P. Vogels, M.A.K. Peters, P. Poirazi, C. Rozell, B. Wyble, D.F.M. Goodman, K.P. Kording, Trends in Cognitive Sciences 25 (2021) 265–268.
[Submitted Version]
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| DOI
| WoS
| PubMed | Europe PMC
T. Achakulvisut, T. Ruangrong, P. Mineault, T.P. Vogels, M.A.K. Peters, P. Poirazi, C. Rozell, B. Wyble, D.F.M. Goodman, K.P. Kording, Trends in Cognitive Sciences 25 (2021) 265–268.
2020 | Published | Journal Article | IST-REx-ID: 8126 |
Complementary inhibitory weight profiles emerge from plasticity and allow attentional switching of receptive fields
E.J. Agnes, A.I. Luppi, T.P. Vogels, The Journal of Neuroscience 40 (2020) 9634–9649.
[Published Version]
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| Files available
| DOI
| WoS
| PubMed | Europe PMC
E.J. Agnes, A.I. Luppi, T.P. Vogels, The Journal of Neuroscience 40 (2020) 9634–9649.
2020 | Published | Journal Article | IST-REx-ID: 8127 |
Training deep neural density estimators to identify mechanistic models of neural dynamics
P.J. Gonçalves, J.-M. Lueckmann, M. Deistler, M. Nonnenmacher, K. Öcal, G. Bassetto, C. Chintaluri, W.F. Podlaski, S.A. Haddad, T.P. Vogels, D.S. Greenberg, J.H. Macke, ELife 9 (2020).
[Published Version]
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| DOI
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P.J. Gonçalves, J.-M. Lueckmann, M. Deistler, M. Nonnenmacher, K. Öcal, G. Bassetto, C. Chintaluri, W.F. Podlaski, S.A. Haddad, T.P. Vogels, D.S. Greenberg, J.H. Macke, ELife 9 (2020).
2020 | Published | Conference Paper | IST-REx-ID: 9633 |
A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network
B.J. Confavreux, F. Zenke, E.J. Agnes, T. Lillicrap, T.P. Vogels, in:, Advances in Neural Information Processing Systems, 2020, pp. 16398–16408.
[Published Version]
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B.J. Confavreux, F. Zenke, E.J. Agnes, T. Lillicrap, T.P. Vogels, in:, Advances in Neural Information Processing Systems, 2020, pp. 16398–16408.
2019 | Published | Journal Article | IST-REx-ID: 8013 |
Think: Theory for Africa
C.B. Currin, P.N. Khoza, A.D. Antrobus, P.E. Latham, T.P. Vogels, J.V. Raimondo, PLOS Computational Biology 15 (2019).
[Published Version]
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C.B. Currin, P.N. Khoza, A.D. Antrobus, P.E. Latham, T.P. Vogels, J.V. Raimondo, PLOS Computational Biology 15 (2019).
2019 | Published | Journal Article | IST-REx-ID: 8014 |
Neural mechanisms of attending to items in working memory
S.G. Manohar, N. Zokaei, S.J. Fallon, T.P. Vogels, M. Husain, Neuroscience and Biobehavioral Reviews 101 (2019) 1–12.
[Published Version]
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S.G. Manohar, N. Zokaei, S.J. Fallon, T.P. Vogels, M. Husain, Neuroscience and Biobehavioral Reviews 101 (2019) 1–12.
2018 | Published | Journal Article | IST-REx-ID: 8015 |
Cortical signal propagation: Balance, amplify, transmit
J.P. Stroud, T.P. Vogels, Neuron 98 (2018) 8–9.
[Published Version]
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J.P. Stroud, T.P. Vogels, Neuron 98 (2018) 8–9.
2018 | Published | Journal Article | IST-REx-ID: 8073 |
Motor primitives in space and time via targeted gain modulation in cortical networks
J.P. Stroud, M.A. Porter, G. Hennequin, T.P. Vogels, Nature Neuroscience 21 (2018) 1774–1783.
[Submitted Version]
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J.P. Stroud, M.A. Porter, G. Hennequin, T.P. Vogels, Nature Neuroscience 21 (2018) 1774–1783.
2017 | Published | Journal Article | IST-REx-ID: 8016 |
Synaptic transmission optimization predicts expression loci of long-term plasticity
R.P. Costa, Z. Padamsey, J.A. D’Amour, N.J. Emptage, R.C. Froemke, T.P. Vogels, Neuron 96 (2017) 177–189.e7.
[Published Version]
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R.P. Costa, Z. Padamsey, J.A. D’Amour, N.J. Emptage, R.C. Froemke, T.P. Vogels, Neuron 96 (2017) 177–189.e7.
2017 | Published | Journal Article | IST-REx-ID: 8017
Inhibitory plasticity: Balance, control, and codependence
G. Hennequin, E.J. Agnes, T.P. Vogels, Annual Review of Neuroscience 40 (2017) 557–579.
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| PubMed | Europe PMC
G. Hennequin, E.J. Agnes, T.P. Vogels, Annual Review of Neuroscience 40 (2017) 557–579.
2017 | Published | Journal Article | IST-REx-ID: 8018 |
Inhibitory engrams in perception and memory
H.C. Barron, T.P. Vogels, T.E. Behrens, M. Ramaswami, Proceedings of the National Academy of Sciences 114 (2017) 6666–6674.
[Published Version]
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H.C. Barron, T.P. Vogels, T.E. Behrens, M. Ramaswami, Proceedings of the National Academy of Sciences 114 (2017) 6666–6674.
2017 | Published | Journal Article | IST-REx-ID: 8019
Editorial overview: Neurobiology of learning and plasticity 2017
T.P. Vogels, L.C. Griffith, Current Opinion in Neurobiology 43 (2017) A1–A5.
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| PubMed | Europe PMC
T.P. Vogels, L.C. Griffith, Current Opinion in Neurobiology 43 (2017) A1–A5.
2017 | Published | Journal Article | IST-REx-ID: 8075 |
Mapping the function of neuronal ion channels in model and experiment
W.F. Podlaski, A. Seeholzer, L.N. Groschner, G. Miesenböck, R. Ranjan, T.P. Vogels, ELife 6 (2017).
[Published Version]
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W.F. Podlaski, A. Seeholzer, L.N. Groschner, G. Miesenböck, R. Ranjan, T.P. Vogels, ELife 6 (2017).
2017 | Published | Conference Paper | IST-REx-ID: 8129 |
Cortical microcircuits as gated-recurrent neural networks
R.P. Costa, Y.M. Assael, B. Shillingford, N. de Freitas, T.P. Vogels, in:, Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2017, pp. 272–283.
[Preprint]
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| arXiv
R.P. Costa, Y.M. Assael, B. Shillingford, N. de Freitas, T.P. Vogels, in:, Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2017, pp. 272–283.
2016 | Published | Journal Article | IST-REx-ID: 8020 |
Unmasking latent inhibitory connections in human cortex to reveal dormant cortical memories
H.C. Barron, T.P. Vogels, U.E. Emir, T.R. Makin, J. O’Shea, S. Clare, S. Jbabdi, R.J. Dolan, T.E.J. Behrens, Neuron 90 (2016) 191–203.
[Published Version]
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H.C. Barron, T.P. Vogels, U.E. Emir, T.R. Makin, J. O’Shea, S. Clare, S. Jbabdi, R.J. Dolan, T.E.J. Behrens, Neuron 90 (2016) 191–203.
2016 | Published | Preprint | IST-REx-ID: 8128 |
Receptive field formation by interacting excitatory and inhibitory synaptic plasticity
C. Clopath, T.P. Vogels, R.C. Froemke, H. Sprekeler, BioRxiv (2016).
[Preprint]
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C. Clopath, T.P. Vogels, R.C. Froemke, H. Sprekeler, BioRxiv (2016).
2014 | Published | Journal Article | IST-REx-ID: 8021 |
Activity-dependent dendritic spine neck changes are correlated with synaptic strength
R. Araya, T.P. Vogels, R. Yuste, Proceedings of the National Academy of Sciences 111 (2014) E2895–E2904.
[Published Version]
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R. Araya, T.P. Vogels, R. Yuste, Proceedings of the National Academy of Sciences 111 (2014) E2895–E2904.
2014 | Published | Journal Article | IST-REx-ID: 8022 |
Optimal control of transient dynamics in balanced networks supports generation of complex movements
G. Hennequin, T.P. Vogels, W. Gerstner, Neuron 82 (2014) 1394–1406.
[Submitted Version]
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G. Hennequin, T.P. Vogels, W. Gerstner, Neuron 82 (2014) 1394–1406.
2014 | Published | Journal Article | IST-REx-ID: 8023 |
Connection-type-specific biases make uniform random network models consistent with cortical recordings
C. Tomm, M. Avermann, C. Petersen, W. Gerstner, T.P. Vogels, Journal of Neurophysiology 112 (2014) 1801–1814.
[Published Version]
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C. Tomm, M. Avermann, C. Petersen, W. Gerstner, T.P. Vogels, Journal of Neurophysiology 112 (2014) 1801–1814.
2013 | Published | Journal Article | IST-REx-ID: 8030 |
Inhibitory synaptic plasticity: Spike timing-dependence and putative network function
T.P. Vogels, R.C. Froemke, N. Doyon, M. Gilson, J.S. Haas, R. Liu, A. Maffei, P. Miller, C.J. Wierenga, M.A. Woodin, F. Zenke, H. Sprekeler, Frontiers in Neural Circuits 7 (2013).
[Published Version]
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T.P. Vogels, R.C. Froemke, N. Doyon, M. Gilson, J.S. Haas, R. Liu, A. Maffei, P. Miller, C.J. Wierenga, M.A. Woodin, F. Zenke, H. Sprekeler, Frontiers in Neural Circuits 7 (2013).
2012 | Published | Journal Article | IST-REx-ID: 8024
Non-normal amplification in random balanced neuronal networks
G. Hennequin, T.P. Vogels, W. Gerstner, Physical Review E 86 (2012).
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| PubMed | Europe PMC
G. Hennequin, T.P. Vogels, W. Gerstner, Physical Review E 86 (2012).
2011 | Published | Journal Article | IST-REx-ID: 8025 |
State-dependent function of neocortical chandelier cells
A.R. Woodruff, L.M. McGarry, T.P. Vogels, M. Inan, S.A. Anderson, R. Yuste, Journal of Neuroscience 31 (2011) 17872–17886.
[Published Version]
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A.R. Woodruff, L.M. McGarry, T.P. Vogels, M. Inan, S.A. Anderson, R. Yuste, Journal of Neuroscience 31 (2011) 17872–17886.
2011 | Published | Journal Article | IST-REx-ID: 8074
Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks
T.P. Vogels, H. Sprekeler, F. Zenke, C. Clopath, W. Gerstner, Science 334 (2011) 1569–1573.
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T.P. Vogels, H. Sprekeler, F. Zenke, C. Clopath, W. Gerstner, Science 334 (2011) 1569–1573.
2009 | Published | Journal Article | IST-REx-ID: 8026 |
Gating multiple signals through detailed balance of excitation and inhibition in spiking networks
T.P. Vogels, L.F. Abbott, Nature Neuroscience 12 (2009) 483–491.
[Submitted Version]
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T.P. Vogels, L.F. Abbott, Nature Neuroscience 12 (2009) 483–491.
2007 | Published | Journal Article | IST-REx-ID: 8027
Gating deficits in model networks: A path to schizophrenia?
T.P. Vogels, L. Abbott, Pharmacopsychiatry 40 (2007) S73–S77.
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| PubMed | Europe PMC
T.P. Vogels, L. Abbott, Pharmacopsychiatry 40 (2007) S73–S77.
2005 | Published | Journal Article | IST-REx-ID: 8028 |
Signal propagation and logic gating in networks of integrate-and-fire neurons
T.P. Vogels, L.F. Abbott, Journal of Neuroscience 25 (2005) 10786–10795.
[Published Version]
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T.P. Vogels, L.F. Abbott, Journal of Neuroscience 25 (2005) 10786–10795.
2005 | Published | Journal Article | IST-REx-ID: 8029
Neural network dynamics
T.P. Vogels, K. Rajan, L.F. Abbott, Annual Review of Neuroscience 28 (2005) 357–376.
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| PubMed | Europe PMC
T.P. Vogels, K. Rajan, L.F. Abbott, Annual Review of Neuroscience 28 (2005) 357–376.
2 Grants
Learning the shape of synaptic plasticity rules for neuronal architectures and function through machine learning. (SynapSeek)
2020-08-01 – 2024-05-31
EC/H2020
2020-08-01 – 2024-01-31
Wellcome_Trust
38 Publications
2024 | Published | Journal Article | IST-REx-ID: 14841
A structurally precise mechanism links an epilepsy-associated KCNC2 potassium channel mutation to interneuron dysfunction
J. Clatot, C. Currin, Q. Liang, T. Pipatpolkai, S.L. Massey, I. Helbig, L. Delemotte, T.P. Vogels, M. Covarrubias, E.M. Goldberg, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).
View
| Files available
| DOI
| PubMed | Europe PMC
J. Clatot, C. Currin, Q. Liang, T. Pipatpolkai, S.L. Massey, I. Helbig, L. Delemotte, T.P. Vogels, M. Covarrubias, E.M. Goldberg, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).
2023 | Published | Journal Article | IST-REx-ID: 14666 |
Metabolically regulated spiking could serve neuronal energy homeostasis and protect from reactive oxygen species
C. Chintaluri, T.P. Vogels, Proceedings of the National Academy of Sciences of the United States of America 120 (2023).
View
| Files available
| DOI
| PubMed | Europe PMC
C. Chintaluri, T.P. Vogels, Proceedings of the National Academy of Sciences of the United States of America 120 (2023).
2022 | Published | Preprint | IST-REx-ID: 8125 |
High capacity and dynamic accessibility in associative memory networks with context-dependent neuronal and synaptic gating
W.F. Podlaski, E.J. Agnes, T.P. Vogels, BioRxiv (2022).
[Preprint]
View
| DOI
| Download Preprint (ext.)
W.F. Podlaski, E.J. Agnes, T.P. Vogels, BioRxiv (2022).
2022 | Published | Conference Paper | IST-REx-ID: 13239 |
Predictive learning enables neural networks to learn complex working memory tasks
T.L. Van Der Plas, T.P. Vogels, S.G. Manohar, in:, Proceedings of Machine Learning Research, ML Research Press, 2022, pp. 518–531.
[Published Version]
View
| Files available
T.L. Van Der Plas, T.P. Vogels, S.G. Manohar, in:, Proceedings of Machine Learning Research, ML Research Press, 2022, pp. 518–531.
2022 | Published | Journal Article | IST-REx-ID: 11143 |
Developmentally regulated impairment of parvalbumin interneuron synaptic transmission in an experimental model of Dravet syndrome
K. Kaneko, C. Currin, K.M. Goff, E.R. Wengert, A. Somarowthu, T.P. Vogels, E.M. Goldberg, Cell Reports 38 (2022).
[Published Version]
View
| Files available
| DOI
| WoS
K. Kaneko, C. Currin, K.M. Goff, E.R. Wengert, A. Somarowthu, T.P. Vogels, E.M. Goldberg, Cell Reports 38 (2022).
2022 | Published | Journal Article | IST-REx-ID: 12009 |
Developmental depression-to-facilitation shift controls excitation-inhibition balance
D.W. Jia, T.P. Vogels, R.P. Costa, Communications Biology 5 (2022).
[Published Version]
View
| Files available
| DOI
| WoS
D.W. Jia, T.P. Vogels, R.P. Costa, Communications Biology 5 (2022).
2022 | Published | Journal Article | IST-REx-ID: 12084 |
Regimes and mechanisms of transient amplification in abstract and biological neural networks
G. Christodoulou, T.P. Vogels, E.J. Agnes, PLoS Computational Biology 18 (2022).
[Published Version]
View
| Files available
| DOI
| WoS
G. Christodoulou, T.P. Vogels, E.J. Agnes, PLoS Computational Biology 18 (2022).
2022 | Published | Journal Article | IST-REx-ID: 10753 |
A familiar thought: Machines that replace us?
B.J. Confavreux, T.P. Vogels, Neuron 110 (2022) 361–362.
[Published Version]
View
| DOI
| Download Published Version (ext.)
| WoS
| PubMed | Europe PMC
B.J. Confavreux, T.P. Vogels, Neuron 110 (2022) 361–362.
2021 | Published | Journal Article | IST-REx-ID: 8253 |
The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks
F. Zenke, T.P. Vogels, Neural Computation 33 (2021) 899–925.
[Published Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
F. Zenke, T.P. Vogels, Neural Computation 33 (2021) 899–925.
2021 | Published | Journal Article | IST-REx-ID: 8757 |
Talking science, online
P. Bozelos, T.P. Vogels, Nature Reviews Neuroscience 22 (2021) 1–2.
[Published Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
P. Bozelos, T.P. Vogels, Nature Reviews Neuroscience 22 (2021) 1–2.
2021 | Published | Conference Paper | IST-REx-ID: 11453 |
Online learning of neural computations from sparse temporal feedback
L. Braun, T.P. Vogels, in:, Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021, pp. 16437–16450.
[Published Version]
View
| Download Published Version (ext.)
L. Braun, T.P. Vogels, in:, Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021, pp. 16437–16450.
2021 | Published | Journal Article | IST-REx-ID: 9228 |
Towards democratizing and automating online conferences: Lessons from the Neuromatch Conferences
T. Achakulvisut, T. Ruangrong, P. Mineault, T.P. Vogels, M.A.K. Peters, P. Poirazi, C. Rozell, B. Wyble, D.F.M. Goodman, K.P. Kording, Trends in Cognitive Sciences 25 (2021) 265–268.
[Submitted Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
T. Achakulvisut, T. Ruangrong, P. Mineault, T.P. Vogels, M.A.K. Peters, P. Poirazi, C. Rozell, B. Wyble, D.F.M. Goodman, K.P. Kording, Trends in Cognitive Sciences 25 (2021) 265–268.
2020 | Published | Journal Article | IST-REx-ID: 8126 |
Complementary inhibitory weight profiles emerge from plasticity and allow attentional switching of receptive fields
E.J. Agnes, A.I. Luppi, T.P. Vogels, The Journal of Neuroscience 40 (2020) 9634–9649.
[Published Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
E.J. Agnes, A.I. Luppi, T.P. Vogels, The Journal of Neuroscience 40 (2020) 9634–9649.
2020 | Published | Journal Article | IST-REx-ID: 8127 |
Training deep neural density estimators to identify mechanistic models of neural dynamics
P.J. Gonçalves, J.-M. Lueckmann, M. Deistler, M. Nonnenmacher, K. Öcal, G. Bassetto, C. Chintaluri, W.F. Podlaski, S.A. Haddad, T.P. Vogels, D.S. Greenberg, J.H. Macke, ELife 9 (2020).
[Published Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
P.J. Gonçalves, J.-M. Lueckmann, M. Deistler, M. Nonnenmacher, K. Öcal, G. Bassetto, C. Chintaluri, W.F. Podlaski, S.A. Haddad, T.P. Vogels, D.S. Greenberg, J.H. Macke, ELife 9 (2020).
2020 | Published | Conference Paper | IST-REx-ID: 9633 |
A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network
B.J. Confavreux, F. Zenke, E.J. Agnes, T. Lillicrap, T.P. Vogels, in:, Advances in Neural Information Processing Systems, 2020, pp. 16398–16408.
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B.J. Confavreux, F. Zenke, E.J. Agnes, T. Lillicrap, T.P. Vogels, in:, Advances in Neural Information Processing Systems, 2020, pp. 16398–16408.
2019 | Published | Journal Article | IST-REx-ID: 8013 |
Think: Theory for Africa
C.B. Currin, P.N. Khoza, A.D. Antrobus, P.E. Latham, T.P. Vogels, J.V. Raimondo, PLOS Computational Biology 15 (2019).
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C.B. Currin, P.N. Khoza, A.D. Antrobus, P.E. Latham, T.P. Vogels, J.V. Raimondo, PLOS Computational Biology 15 (2019).
2019 | Published | Journal Article | IST-REx-ID: 8014 |
Neural mechanisms of attending to items in working memory
S.G. Manohar, N. Zokaei, S.J. Fallon, T.P. Vogels, M. Husain, Neuroscience and Biobehavioral Reviews 101 (2019) 1–12.
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S.G. Manohar, N. Zokaei, S.J. Fallon, T.P. Vogels, M. Husain, Neuroscience and Biobehavioral Reviews 101 (2019) 1–12.
2018 | Published | Journal Article | IST-REx-ID: 8015 |
Cortical signal propagation: Balance, amplify, transmit
J.P. Stroud, T.P. Vogels, Neuron 98 (2018) 8–9.
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J.P. Stroud, T.P. Vogels, Neuron 98 (2018) 8–9.
2018 | Published | Journal Article | IST-REx-ID: 8073 |
Motor primitives in space and time via targeted gain modulation in cortical networks
J.P. Stroud, M.A. Porter, G. Hennequin, T.P. Vogels, Nature Neuroscience 21 (2018) 1774–1783.
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J.P. Stroud, M.A. Porter, G. Hennequin, T.P. Vogels, Nature Neuroscience 21 (2018) 1774–1783.
2017 | Published | Journal Article | IST-REx-ID: 8016 |
Synaptic transmission optimization predicts expression loci of long-term plasticity
R.P. Costa, Z. Padamsey, J.A. D’Amour, N.J. Emptage, R.C. Froemke, T.P. Vogels, Neuron 96 (2017) 177–189.e7.
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R.P. Costa, Z. Padamsey, J.A. D’Amour, N.J. Emptage, R.C. Froemke, T.P. Vogels, Neuron 96 (2017) 177–189.e7.
2017 | Published | Journal Article | IST-REx-ID: 8017
Inhibitory plasticity: Balance, control, and codependence
G. Hennequin, E.J. Agnes, T.P. Vogels, Annual Review of Neuroscience 40 (2017) 557–579.
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G. Hennequin, E.J. Agnes, T.P. Vogels, Annual Review of Neuroscience 40 (2017) 557–579.
2017 | Published | Journal Article | IST-REx-ID: 8018 |
Inhibitory engrams in perception and memory
H.C. Barron, T.P. Vogels, T.E. Behrens, M. Ramaswami, Proceedings of the National Academy of Sciences 114 (2017) 6666–6674.
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H.C. Barron, T.P. Vogels, T.E. Behrens, M. Ramaswami, Proceedings of the National Academy of Sciences 114 (2017) 6666–6674.
2017 | Published | Journal Article | IST-REx-ID: 8019
Editorial overview: Neurobiology of learning and plasticity 2017
T.P. Vogels, L.C. Griffith, Current Opinion in Neurobiology 43 (2017) A1–A5.
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T.P. Vogels, L.C. Griffith, Current Opinion in Neurobiology 43 (2017) A1–A5.
2017 | Published | Journal Article | IST-REx-ID: 8075 |
Mapping the function of neuronal ion channels in model and experiment
W.F. Podlaski, A. Seeholzer, L.N. Groschner, G. Miesenböck, R. Ranjan, T.P. Vogels, ELife 6 (2017).
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W.F. Podlaski, A. Seeholzer, L.N. Groschner, G. Miesenböck, R. Ranjan, T.P. Vogels, ELife 6 (2017).
2017 | Published | Conference Paper | IST-REx-ID: 8129 |
Cortical microcircuits as gated-recurrent neural networks
R.P. Costa, Y.M. Assael, B. Shillingford, N. de Freitas, T.P. Vogels, in:, Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2017, pp. 272–283.
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R.P. Costa, Y.M. Assael, B. Shillingford, N. de Freitas, T.P. Vogels, in:, Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2017, pp. 272–283.
2016 | Published | Journal Article | IST-REx-ID: 8020 |
Unmasking latent inhibitory connections in human cortex to reveal dormant cortical memories
H.C. Barron, T.P. Vogels, U.E. Emir, T.R. Makin, J. O’Shea, S. Clare, S. Jbabdi, R.J. Dolan, T.E.J. Behrens, Neuron 90 (2016) 191–203.
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H.C. Barron, T.P. Vogels, U.E. Emir, T.R. Makin, J. O’Shea, S. Clare, S. Jbabdi, R.J. Dolan, T.E.J. Behrens, Neuron 90 (2016) 191–203.
2016 | Published | Preprint | IST-REx-ID: 8128 |
Receptive field formation by interacting excitatory and inhibitory synaptic plasticity
C. Clopath, T.P. Vogels, R.C. Froemke, H. Sprekeler, BioRxiv (2016).
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C. Clopath, T.P. Vogels, R.C. Froemke, H. Sprekeler, BioRxiv (2016).
2014 | Published | Journal Article | IST-REx-ID: 8021 |
Activity-dependent dendritic spine neck changes are correlated with synaptic strength
R. Araya, T.P. Vogels, R. Yuste, Proceedings of the National Academy of Sciences 111 (2014) E2895–E2904.
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R. Araya, T.P. Vogels, R. Yuste, Proceedings of the National Academy of Sciences 111 (2014) E2895–E2904.
2014 | Published | Journal Article | IST-REx-ID: 8022 |
Optimal control of transient dynamics in balanced networks supports generation of complex movements
G. Hennequin, T.P. Vogels, W. Gerstner, Neuron 82 (2014) 1394–1406.
[Submitted Version]
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G. Hennequin, T.P. Vogels, W. Gerstner, Neuron 82 (2014) 1394–1406.
2014 | Published | Journal Article | IST-REx-ID: 8023 |
Connection-type-specific biases make uniform random network models consistent with cortical recordings
C. Tomm, M. Avermann, C. Petersen, W. Gerstner, T.P. Vogels, Journal of Neurophysiology 112 (2014) 1801–1814.
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C. Tomm, M. Avermann, C. Petersen, W. Gerstner, T.P. Vogels, Journal of Neurophysiology 112 (2014) 1801–1814.
2013 | Published | Journal Article | IST-REx-ID: 8030 |
Inhibitory synaptic plasticity: Spike timing-dependence and putative network function
T.P. Vogels, R.C. Froemke, N. Doyon, M. Gilson, J.S. Haas, R. Liu, A. Maffei, P. Miller, C.J. Wierenga, M.A. Woodin, F. Zenke, H. Sprekeler, Frontiers in Neural Circuits 7 (2013).
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T.P. Vogels, R.C. Froemke, N. Doyon, M. Gilson, J.S. Haas, R. Liu, A. Maffei, P. Miller, C.J. Wierenga, M.A. Woodin, F. Zenke, H. Sprekeler, Frontiers in Neural Circuits 7 (2013).
2012 | Published | Journal Article | IST-REx-ID: 8024
Non-normal amplification in random balanced neuronal networks
G. Hennequin, T.P. Vogels, W. Gerstner, Physical Review E 86 (2012).
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G. Hennequin, T.P. Vogels, W. Gerstner, Physical Review E 86 (2012).
2011 | Published | Journal Article | IST-REx-ID: 8025 |
State-dependent function of neocortical chandelier cells
A.R. Woodruff, L.M. McGarry, T.P. Vogels, M. Inan, S.A. Anderson, R. Yuste, Journal of Neuroscience 31 (2011) 17872–17886.
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A.R. Woodruff, L.M. McGarry, T.P. Vogels, M. Inan, S.A. Anderson, R. Yuste, Journal of Neuroscience 31 (2011) 17872–17886.
2011 | Published | Journal Article | IST-REx-ID: 8074
Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks
T.P. Vogels, H. Sprekeler, F. Zenke, C. Clopath, W. Gerstner, Science 334 (2011) 1569–1573.
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T.P. Vogels, H. Sprekeler, F. Zenke, C. Clopath, W. Gerstner, Science 334 (2011) 1569–1573.
2009 | Published | Journal Article | IST-REx-ID: 8026 |
Gating multiple signals through detailed balance of excitation and inhibition in spiking networks
T.P. Vogels, L.F. Abbott, Nature Neuroscience 12 (2009) 483–491.
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T.P. Vogels, L.F. Abbott, Nature Neuroscience 12 (2009) 483–491.
2007 | Published | Journal Article | IST-REx-ID: 8027
Gating deficits in model networks: A path to schizophrenia?
T.P. Vogels, L. Abbott, Pharmacopsychiatry 40 (2007) S73–S77.
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T.P. Vogels, L. Abbott, Pharmacopsychiatry 40 (2007) S73–S77.
2005 | Published | Journal Article | IST-REx-ID: 8028 |
Signal propagation and logic gating in networks of integrate-and-fire neurons
T.P. Vogels, L.F. Abbott, Journal of Neuroscience 25 (2005) 10786–10795.
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T.P. Vogels, L.F. Abbott, Journal of Neuroscience 25 (2005) 10786–10795.
2005 | Published | Journal Article | IST-REx-ID: 8029
Neural network dynamics
T.P. Vogels, K. Rajan, L.F. Abbott, Annual Review of Neuroscience 28 (2005) 357–376.
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T.P. Vogels, K. Rajan, L.F. Abbott, Annual Review of Neuroscience 28 (2005) 357–376.