28 Publications

Mark all

[28]
2020 | Preprint | IST-REx-ID: 8125 | OA
Podlaski WF, Agnes EJ, Vogels TP. Context-modular memory networks support high-capacity, flexible, and robust associative memories. bioRxiv. 2020.
View | Download Preprint (ext.)
 
[27]
2020 | Preprint | IST-REx-ID: 8253 | OA
Zenke F, Vogels TP. The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks. bioRxiv. 2020.
View | Download Preprint (ext.)
 
[26]
2020 | Journal Article | IST-REx-ID: 8127 | OA
Gonçalves PJ, Lueckmann J-M, Deistler M, et al. Training deep neural density estimators to identify mechanistic models of neural dynamics. eLife. 2020;9. doi:10.7554/eLife.56261
View | Files available | DOI | PubMed | Europe PMC
 
[25]
2020 | Journal Article | IST-REx-ID: 8757 | OA
Bozelos P, Vogels TP. Talking science, online. Nature Reviews Neuroscience. 2020. doi:10.1038/s41583-020-00408-6
View | DOI | Download Published Version (ext.)
 
[24]
2019 | Journal Article | IST-REx-ID: 8013 | OA
Currin CB, Khoza PN, Antrobus AD, Latham PE, Vogels TP, Raimondo JV. Think: Theory for Africa. PLOS Computational Biology. 2019;15(7). doi:10.1371/journal.pcbi.1007049
View | Files available | DOI | PubMed | Europe PMC
 
[23]
2019 | Journal Article | IST-REx-ID: 8014 | OA
Manohar SG, Zokaei N, Fallon SJ, Vogels TP, Husain M. Neural mechanisms of attending to items in working memory. Neuroscience and Biobehavioral Reviews. 2019;101:1-12. doi:10.1016/j.neubiorev.2019.03.017
View | Files available | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[22]
2019 | Preprint | IST-REx-ID: 8126 | OA
Agnes EJ, Luppi AI, Vogels TP. Complementary inhibitory weight profiles emerge from plasticity and allow attentional switching of receptive fields. bioRxiv. 2019.
View | Download Preprint (ext.)
 
[21]
2018 | Journal Article | IST-REx-ID: 8015 | OA
Stroud JP, Vogels TP. Cortical signal propagation: Balance, amplify, transmit. Neuron. 2018;98(1):8-9. doi:10.1016/j.neuron.2018.03.028
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[20]
2018 | Journal Article | IST-REx-ID: 8073 | OA
Stroud JP, Porter MA, Hennequin G, Vogels TP. Motor primitives in space and time via targeted gain modulation in cortical networks. Nature Neuroscience. 2018;21(12):1774-1783. doi:10.1038/s41593-018-0276-0
View | Files available | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[19]
2017 | Journal Article | IST-REx-ID: 8016 | OA
Costa RP, Padamsey Z, D’Amour JA, Emptage NJ, Froemke RC, Vogels TP. Synaptic transmission optimization predicts expression loci of long-term plasticity. Neuron. 2017;96(1):177-189.e7. doi:10.1016/j.neuron.2017.09.021
View | Files available | DOI | PubMed | Europe PMC
 
[18]
2017 | Journal Article | IST-REx-ID: 8017
Hennequin G, Agnes EJ, Vogels TP. Inhibitory plasticity: Balance, control, and codependence. Annual Review of Neuroscience. 2017;40(1):557-579. doi:10.1146/annurev-neuro-072116-031005
View | DOI | PubMed | Europe PMC
 
[17]
2017 | Journal Article | IST-REx-ID: 8018 | OA
Barron HC, Vogels TP, Behrens TE, Ramaswami M. Inhibitory engrams in perception and memory. Proceedings of the National Academy of Sciences. 2017;114(26):6666-6674. doi:10.1073/pnas.1701812114
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[16]
2017 | Journal Article | IST-REx-ID: 8019
Vogels TP, Griffith LC. Editorial overview: Neurobiology of learning and plasticity 2017. Current Opinion in Neurobiology. 2017;43:A1-A5. doi:10.1016/j.conb.2017.04.002
View | DOI | PubMed | Europe PMC
 
[15]
2017 | Journal Article | IST-REx-ID: 8075 | OA
Podlaski WF, Seeholzer A, Groschner LN, Miesenböck G, Ranjan R, Vogels TP. Mapping the function of neuronal ion channels in model and experiment. eLife. 2017;6. doi:10.7554/elife.22152
View | Files available | DOI | PubMed | Europe PMC
 
[14]
2017 | Conference Paper | IST-REx-ID: 8129 | OA
Costa RP, Assael YM, Shillingford B, Freitas N de, Vogels TP. Cortical microcircuits as gated-recurrent neural networks. In: Advances in Neural Information Processing Systems. Vol 30. Neural Information Processing Systems Foundation; 2017:272-283.
View | Download Preprint (ext.) | arXiv
 
[13]
2016 | Journal Article | IST-REx-ID: 8020 | OA
Barron HC, Vogels TP, Emir UE, et al. Unmasking latent inhibitory connections in human cortex to reveal dormant cortical memories. Neuron. 2016;90(1):191-203. doi:10.1016/j.neuron.2016.02.031
View | Files available | DOI | PubMed | Europe PMC
 
[12]
2016 | Preprint | IST-REx-ID: 8128 | OA
Clopath C, Vogels TP, Froemke RC, Sprekeler H. Receptive field formation by interacting excitatory and inhibitory synaptic plasticity. bioRxiv. 2016.
View | Download Preprint (ext.)
 
[11]
2014 | Journal Article | IST-REx-ID: 8021 | OA
Araya R, Vogels TP, Yuste R. Activity-dependent dendritic spine neck changes are correlated with synaptic strength. Proceedings of the National Academy of Sciences. 2014;111(28):E2895-E2904. doi:10.1073/pnas.1321869111
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[10]
2014 | Journal Article | IST-REx-ID: 8022 | OA
Hennequin G, Vogels TP, Gerstner W. Optimal control of transient dynamics in balanced networks supports generation of complex movements. Neuron. 2014;82(6):1394-1406. doi:10.1016/j.neuron.2014.04.045
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[9]
2014 | Journal Article | IST-REx-ID: 8023 | OA
Tomm C, Avermann M, Petersen C, Gerstner W, Vogels TP. Connection-type-specific biases make uniform random network models consistent with cortical recordings. Journal of Neurophysiology. 2014;112(8):1801-1814. doi:10.1152/jn.00629.2013
View | Files available | DOI | PubMed | Europe PMC
 
[8]
2013 | Journal Article | IST-REx-ID: 8030 | OA
Vogels TP, Froemke RC, Doyon N, et al. Inhibitory synaptic plasticity: Spike timing-dependence and putative network function. Frontiers in Neural Circuits. 2013;7. doi:10.3389/fncir.2013.00119
View | Files available | DOI | PubMed | Europe PMC
 
[7]
2012 | Journal Article | IST-REx-ID: 8024
Hennequin G, Vogels TP, Gerstner W. Non-normal amplification in random balanced neuronal networks. Physical Review E. 2012;86(1). doi:10.1103/physreve.86.011909
View | DOI | PubMed | Europe PMC
 
[6]
2011 | Journal Article | IST-REx-ID: 8025 | OA
Woodruff AR, McGarry LM, Vogels TP, Inan M, Anderson SA, Yuste R. State-dependent function of neocortical chandelier cells. Journal of Neuroscience. 2011;31(49):17872-17886. doi:10.1523/jneurosci.3894-11.2011
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[5]
2011 | Journal Article | IST-REx-ID: 8074
Vogels TP, Sprekeler H, Zenke F, Clopath C, Gerstner W. Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks. Science. 2011;334(6062):1569-1573. doi:10.1126/science.1211095
View | Files available | DOI | PubMed | Europe PMC
 
[4]
2009 | Journal Article | IST-REx-ID: 8026 | OA
Vogels TP, Abbott LF. Gating multiple signals through detailed balance of excitation and inhibition in spiking networks. Nature Neuroscience. 2009;12(4):483-491. doi:10.1038/nn.2276
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[3]
2007 | Journal Article | IST-REx-ID: 8027
Vogels TP, Abbott L. Gating deficits in model networks: A path to schizophrenia? Pharmacopsychiatry. 2007;40(S 1):S73-S77. doi:10.1055/s-2007-992130
View | DOI | PubMed | Europe PMC
 
[2]
2005 | Journal Article | IST-REx-ID: 8028 | OA
Vogels TP, Abbott LF. Signal propagation and logic gating in networks of integrate-and-fire neurons. Journal of Neuroscience. 2005;25(46):10786-10795. doi:10.1523/jneurosci.3508-05.2005
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[1]
2005 | Journal Article | IST-REx-ID: 8029
Vogels TP, Rajan K, Abbott LF. Neural network dynamics. Annual Review of Neuroscience. 2005;28(1):357-376. doi:10.1146/annurev.neuro.28.061604.135637
View | DOI | PubMed | Europe PMC
 

Search

Filter Publications

28 Publications

Mark all

[28]
2020 | Preprint | IST-REx-ID: 8125 | OA
Podlaski WF, Agnes EJ, Vogels TP. Context-modular memory networks support high-capacity, flexible, and robust associative memories. bioRxiv. 2020.
View | Download Preprint (ext.)
 
[27]
2020 | Preprint | IST-REx-ID: 8253 | OA
Zenke F, Vogels TP. The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks. bioRxiv. 2020.
View | Download Preprint (ext.)
 
[26]
2020 | Journal Article | IST-REx-ID: 8127 | OA
Gonçalves PJ, Lueckmann J-M, Deistler M, et al. Training deep neural density estimators to identify mechanistic models of neural dynamics. eLife. 2020;9. doi:10.7554/eLife.56261
View | Files available | DOI | PubMed | Europe PMC
 
[25]
2020 | Journal Article | IST-REx-ID: 8757 | OA
Bozelos P, Vogels TP. Talking science, online. Nature Reviews Neuroscience. 2020. doi:10.1038/s41583-020-00408-6
View | DOI | Download Published Version (ext.)
 
[24]
2019 | Journal Article | IST-REx-ID: 8013 | OA
Currin CB, Khoza PN, Antrobus AD, Latham PE, Vogels TP, Raimondo JV. Think: Theory for Africa. PLOS Computational Biology. 2019;15(7). doi:10.1371/journal.pcbi.1007049
View | Files available | DOI | PubMed | Europe PMC
 
[23]
2019 | Journal Article | IST-REx-ID: 8014 | OA
Manohar SG, Zokaei N, Fallon SJ, Vogels TP, Husain M. Neural mechanisms of attending to items in working memory. Neuroscience and Biobehavioral Reviews. 2019;101:1-12. doi:10.1016/j.neubiorev.2019.03.017
View | Files available | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[22]
2019 | Preprint | IST-REx-ID: 8126 | OA
Agnes EJ, Luppi AI, Vogels TP. Complementary inhibitory weight profiles emerge from plasticity and allow attentional switching of receptive fields. bioRxiv. 2019.
View | Download Preprint (ext.)
 
[21]
2018 | Journal Article | IST-REx-ID: 8015 | OA
Stroud JP, Vogels TP. Cortical signal propagation: Balance, amplify, transmit. Neuron. 2018;98(1):8-9. doi:10.1016/j.neuron.2018.03.028
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[20]
2018 | Journal Article | IST-REx-ID: 8073 | OA
Stroud JP, Porter MA, Hennequin G, Vogels TP. Motor primitives in space and time via targeted gain modulation in cortical networks. Nature Neuroscience. 2018;21(12):1774-1783. doi:10.1038/s41593-018-0276-0
View | Files available | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[19]
2017 | Journal Article | IST-REx-ID: 8016 | OA
Costa RP, Padamsey Z, D’Amour JA, Emptage NJ, Froemke RC, Vogels TP. Synaptic transmission optimization predicts expression loci of long-term plasticity. Neuron. 2017;96(1):177-189.e7. doi:10.1016/j.neuron.2017.09.021
View | Files available | DOI | PubMed | Europe PMC
 
[18]
2017 | Journal Article | IST-REx-ID: 8017
Hennequin G, Agnes EJ, Vogels TP. Inhibitory plasticity: Balance, control, and codependence. Annual Review of Neuroscience. 2017;40(1):557-579. doi:10.1146/annurev-neuro-072116-031005
View | DOI | PubMed | Europe PMC
 
[17]
2017 | Journal Article | IST-REx-ID: 8018 | OA
Barron HC, Vogels TP, Behrens TE, Ramaswami M. Inhibitory engrams in perception and memory. Proceedings of the National Academy of Sciences. 2017;114(26):6666-6674. doi:10.1073/pnas.1701812114
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[16]
2017 | Journal Article | IST-REx-ID: 8019
Vogels TP, Griffith LC. Editorial overview: Neurobiology of learning and plasticity 2017. Current Opinion in Neurobiology. 2017;43:A1-A5. doi:10.1016/j.conb.2017.04.002
View | DOI | PubMed | Europe PMC
 
[15]
2017 | Journal Article | IST-REx-ID: 8075 | OA
Podlaski WF, Seeholzer A, Groschner LN, Miesenböck G, Ranjan R, Vogels TP. Mapping the function of neuronal ion channels in model and experiment. eLife. 2017;6. doi:10.7554/elife.22152
View | Files available | DOI | PubMed | Europe PMC
 
[14]
2017 | Conference Paper | IST-REx-ID: 8129 | OA
Costa RP, Assael YM, Shillingford B, Freitas N de, Vogels TP. Cortical microcircuits as gated-recurrent neural networks. In: Advances in Neural Information Processing Systems. Vol 30. Neural Information Processing Systems Foundation; 2017:272-283.
View | Download Preprint (ext.) | arXiv
 
[13]
2016 | Journal Article | IST-REx-ID: 8020 | OA
Barron HC, Vogels TP, Emir UE, et al. Unmasking latent inhibitory connections in human cortex to reveal dormant cortical memories. Neuron. 2016;90(1):191-203. doi:10.1016/j.neuron.2016.02.031
View | Files available | DOI | PubMed | Europe PMC
 
[12]
2016 | Preprint | IST-REx-ID: 8128 | OA
Clopath C, Vogels TP, Froemke RC, Sprekeler H. Receptive field formation by interacting excitatory and inhibitory synaptic plasticity. bioRxiv. 2016.
View | Download Preprint (ext.)
 
[11]
2014 | Journal Article | IST-REx-ID: 8021 | OA
Araya R, Vogels TP, Yuste R. Activity-dependent dendritic spine neck changes are correlated with synaptic strength. Proceedings of the National Academy of Sciences. 2014;111(28):E2895-E2904. doi:10.1073/pnas.1321869111
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[10]
2014 | Journal Article | IST-REx-ID: 8022 | OA
Hennequin G, Vogels TP, Gerstner W. Optimal control of transient dynamics in balanced networks supports generation of complex movements. Neuron. 2014;82(6):1394-1406. doi:10.1016/j.neuron.2014.04.045
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[9]
2014 | Journal Article | IST-REx-ID: 8023 | OA
Tomm C, Avermann M, Petersen C, Gerstner W, Vogels TP. Connection-type-specific biases make uniform random network models consistent with cortical recordings. Journal of Neurophysiology. 2014;112(8):1801-1814. doi:10.1152/jn.00629.2013
View | Files available | DOI | PubMed | Europe PMC
 
[8]
2013 | Journal Article | IST-REx-ID: 8030 | OA
Vogels TP, Froemke RC, Doyon N, et al. Inhibitory synaptic plasticity: Spike timing-dependence and putative network function. Frontiers in Neural Circuits. 2013;7. doi:10.3389/fncir.2013.00119
View | Files available | DOI | PubMed | Europe PMC
 
[7]
2012 | Journal Article | IST-REx-ID: 8024
Hennequin G, Vogels TP, Gerstner W. Non-normal amplification in random balanced neuronal networks. Physical Review E. 2012;86(1). doi:10.1103/physreve.86.011909
View | DOI | PubMed | Europe PMC
 
[6]
2011 | Journal Article | IST-REx-ID: 8025 | OA
Woodruff AR, McGarry LM, Vogels TP, Inan M, Anderson SA, Yuste R. State-dependent function of neocortical chandelier cells. Journal of Neuroscience. 2011;31(49):17872-17886. doi:10.1523/jneurosci.3894-11.2011
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[5]
2011 | Journal Article | IST-REx-ID: 8074
Vogels TP, Sprekeler H, Zenke F, Clopath C, Gerstner W. Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks. Science. 2011;334(6062):1569-1573. doi:10.1126/science.1211095
View | Files available | DOI | PubMed | Europe PMC
 
[4]
2009 | Journal Article | IST-REx-ID: 8026 | OA
Vogels TP, Abbott LF. Gating multiple signals through detailed balance of excitation and inhibition in spiking networks. Nature Neuroscience. 2009;12(4):483-491. doi:10.1038/nn.2276
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[3]
2007 | Journal Article | IST-REx-ID: 8027
Vogels TP, Abbott L. Gating deficits in model networks: A path to schizophrenia? Pharmacopsychiatry. 2007;40(S 1):S73-S77. doi:10.1055/s-2007-992130
View | DOI | PubMed | Europe PMC
 
[2]
2005 | Journal Article | IST-REx-ID: 8028 | OA
Vogels TP, Abbott LF. Signal propagation and logic gating in networks of integrate-and-fire neurons. Journal of Neuroscience. 2005;25(46):10786-10795. doi:10.1523/jneurosci.3508-05.2005
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[1]
2005 | Journal Article | IST-REx-ID: 8029
Vogels TP, Rajan K, Abbott LF. Neural network dynamics. Annual Review of Neuroscience. 2005;28(1):357-376. doi:10.1146/annurev.neuro.28.061604.135637
View | DOI | PubMed | Europe PMC
 

Search

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