Tim P Vogels

Vogels Group

35 Publications

Mark all

[35]
2022 | Journal Article | IST-REx-ID: 11143 | OA
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).
View | Files available | DOI
 
[34]
2022 | Journal Article | IST-REx-ID: 10753
A familiar thought: Machines that replace us?
B.J. Confavreux, T.P. Vogels, Neuron 110 (2022) 361–362.
View | DOI | PubMed | Europe PMC
 
[33]
2022 | Journal Article | IST-REx-ID: 12009 | OA
Developmental depression-to-facilitation shift controls excitation-inhibition balance
D.W. Jia, T.P. Vogels, R.P. Costa, Communications Biology 5 (2022).
View | Files available | DOI
 
[32]
2022 | Journal Article | IST-REx-ID: 12084 | OA
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).
View | Files available | DOI
 
[31]
2021 | Journal Article | IST-REx-ID: 8253 | OA
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.
View | Files available | DOI | PubMed | Europe PMC
 
[30]
2021 | Journal Article | IST-REx-ID: 8757 | OA
Talking science, online
P. Bozelos, T.P. Vogels, Nature Reviews Neuroscience 22 (2021) 1–2.
View | Files available | DOI | PubMed | Europe PMC
 
[29]
2021 | Journal Article | IST-REx-ID: 9228 | OA
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.
View | Files available | DOI | PubMed | Europe PMC
 
[28]
2021 | Conference Paper | IST-REx-ID: 11453 | OA
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.
View | Download Published Version (ext.)
 
[27]
2020 | Preprint | IST-REx-ID: 8125 | OA
Context-modular memory networks support high-capacity, flexible, and robust associative memories
W.F. Podlaski, E.J. Agnes, T.P. Vogels, BioRxiv (2020).
View | Download Preprint (ext.)
 
[26]
2020 | Journal Article | IST-REx-ID: 8126 | OA
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.
View | Files available | DOI | PubMed | Europe PMC
 
[25]
2020 | Journal Article | IST-REx-ID: 8127 | OA
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).
View | Files available | DOI | PubMed | Europe PMC
 
[24]
2020 | Conference Paper | IST-REx-ID: 9633 | OA
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.
View | Files available | Download Published Version (ext.)
 
[23]
2019 | Journal Article | IST-REx-ID: 8013 | OA
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).
View | Files available | DOI | PubMed | Europe PMC
 
[22]
2019 | Journal Article | IST-REx-ID: 8014 | OA
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.
View | Files available | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[21]
2018 | Journal Article | IST-REx-ID: 8015 | OA
Cortical signal propagation: Balance, amplify, transmit
J.P. Stroud, T.P. Vogels, Neuron 98 (2018) 8–9.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[20]
2018 | Journal Article | IST-REx-ID: 8073 | OA
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.
View | Files available | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[19]
2017 | Journal Article | IST-REx-ID: 8016 | OA
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.
View | Files available | DOI | PubMed | Europe PMC
 
[18]
2017 | 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.
View | DOI | PubMed | Europe PMC
 
[17]
2017 | Journal Article | IST-REx-ID: 8018 | OA
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.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[16]
2017 | 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.
View | DOI | PubMed | Europe PMC
 
[15]
2017 | Journal Article | IST-REx-ID: 8075 | OA
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).
View | Files available | DOI | PubMed | Europe PMC
 
[14]
2017 | Conference Paper | IST-REx-ID: 8129 | OA
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.
View | Download Preprint (ext.) | arXiv
 
[13]
2016 | Journal Article | IST-REx-ID: 8020 | OA
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.
View | Files available | DOI | PubMed | Europe PMC
 
[12]
2016 | Preprint | IST-REx-ID: 8128 | OA
Receptive field formation by interacting excitatory and inhibitory synaptic plasticity
C. Clopath, T.P. Vogels, R.C. Froemke, H. Sprekeler, BioRxiv (2016).
View | Download Preprint (ext.)
 
[11]
2014 | Journal Article | IST-REx-ID: 8021 | OA
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.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[10]
2014 | Journal Article | IST-REx-ID: 8022 | OA
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.
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[9]
2014 | Journal Article | IST-REx-ID: 8023 | OA
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.
View | Files available | DOI | PubMed | Europe PMC
 
[8]
2013 | Journal Article | IST-REx-ID: 8030 | OA
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).
View | Files available | DOI | PubMed | Europe PMC
 
[7]
2012 | 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).
View | DOI | PubMed | Europe PMC
 
[6]
2011 | Journal Article | IST-REx-ID: 8025 | OA
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.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[5]
2011 | 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.
View | Files available | DOI | PubMed | Europe PMC
 
[4]
2009 | Journal Article | IST-REx-ID: 8026 | OA
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.
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[3]
2007 | 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.
View | DOI | PubMed | Europe PMC
 
[2]
2005 | Journal Article | IST-REx-ID: 8028 | OA
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.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[1]
2005 | 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.
View | DOI | PubMed | Europe PMC
 
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35 Publications

Mark all

[35]
2022 | Journal Article | IST-REx-ID: 11143 | OA
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).
View | Files available | DOI
 
[34]
2022 | Journal Article | IST-REx-ID: 10753
A familiar thought: Machines that replace us?
B.J. Confavreux, T.P. Vogels, Neuron 110 (2022) 361–362.
View | DOI | PubMed | Europe PMC
 
[33]
2022 | Journal Article | IST-REx-ID: 12009 | OA
Developmental depression-to-facilitation shift controls excitation-inhibition balance
D.W. Jia, T.P. Vogels, R.P. Costa, Communications Biology 5 (2022).
View | Files available | DOI
 
[32]
2022 | Journal Article | IST-REx-ID: 12084 | OA
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).
View | Files available | DOI
 
[31]
2021 | Journal Article | IST-REx-ID: 8253 | OA
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.
View | Files available | DOI | PubMed | Europe PMC
 
[30]
2021 | Journal Article | IST-REx-ID: 8757 | OA
Talking science, online
P. Bozelos, T.P. Vogels, Nature Reviews Neuroscience 22 (2021) 1–2.
View | Files available | DOI | PubMed | Europe PMC
 
[29]
2021 | Journal Article | IST-REx-ID: 9228 | OA
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.
View | Files available | DOI | PubMed | Europe PMC
 
[28]
2021 | Conference Paper | IST-REx-ID: 11453 | OA
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.
View | Download Published Version (ext.)
 
[27]
2020 | Preprint | IST-REx-ID: 8125 | OA
Context-modular memory networks support high-capacity, flexible, and robust associative memories
W.F. Podlaski, E.J. Agnes, T.P. Vogels, BioRxiv (2020).
View | Download Preprint (ext.)
 
[26]
2020 | Journal Article | IST-REx-ID: 8126 | OA
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.
View | Files available | DOI | PubMed | Europe PMC
 
[25]
2020 | Journal Article | IST-REx-ID: 8127 | OA
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).
View | Files available | DOI | PubMed | Europe PMC
 
[24]
2020 | Conference Paper | IST-REx-ID: 9633 | OA
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.
View | Files available | Download Published Version (ext.)
 
[23]
2019 | Journal Article | IST-REx-ID: 8013 | OA
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).
View | Files available | DOI | PubMed | Europe PMC
 
[22]
2019 | Journal Article | IST-REx-ID: 8014 | OA
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.
View | Files available | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[21]
2018 | Journal Article | IST-REx-ID: 8015 | OA
Cortical signal propagation: Balance, amplify, transmit
J.P. Stroud, T.P. Vogels, Neuron 98 (2018) 8–9.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[20]
2018 | Journal Article | IST-REx-ID: 8073 | OA
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.
View | Files available | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[19]
2017 | Journal Article | IST-REx-ID: 8016 | OA
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.
View | Files available | DOI | PubMed | Europe PMC
 
[18]
2017 | 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.
View | DOI | PubMed | Europe PMC
 
[17]
2017 | Journal Article | IST-REx-ID: 8018 | OA
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.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[16]
2017 | 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.
View | DOI | PubMed | Europe PMC
 
[15]
2017 | Journal Article | IST-REx-ID: 8075 | OA
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).
View | Files available | DOI | PubMed | Europe PMC
 
[14]
2017 | Conference Paper | IST-REx-ID: 8129 | OA
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.
View | Download Preprint (ext.) | arXiv
 
[13]
2016 | Journal Article | IST-REx-ID: 8020 | OA
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.
View | Files available | DOI | PubMed | Europe PMC
 
[12]
2016 | Preprint | IST-REx-ID: 8128 | OA
Receptive field formation by interacting excitatory and inhibitory synaptic plasticity
C. Clopath, T.P. Vogels, R.C. Froemke, H. Sprekeler, BioRxiv (2016).
View | Download Preprint (ext.)
 
[11]
2014 | Journal Article | IST-REx-ID: 8021 | OA
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.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[10]
2014 | Journal Article | IST-REx-ID: 8022 | OA
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.
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[9]
2014 | Journal Article | IST-REx-ID: 8023 | OA
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.
View | Files available | DOI | PubMed | Europe PMC
 
[8]
2013 | Journal Article | IST-REx-ID: 8030 | OA
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).
View | Files available | DOI | PubMed | Europe PMC
 
[7]
2012 | 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).
View | DOI | PubMed | Europe PMC
 
[6]
2011 | Journal Article | IST-REx-ID: 8025 | OA
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.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[5]
2011 | 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.
View | Files available | DOI | PubMed | Europe PMC
 
[4]
2009 | Journal Article | IST-REx-ID: 8026 | OA
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.
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[3]
2007 | 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.
View | DOI | PubMed | Europe PMC
 
[2]
2005 | Journal Article | IST-REx-ID: 8028 | OA
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.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[1]
2005 | 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.
View | DOI | PubMed | Europe PMC
 
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Search

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