28 Publications

Mark all

[28]
2020 | Preprint | IST-REx-ID: 8125 | OA
Podlaski, W. F., Agnes, E. J., & Vogels, T. P. (2020). Context-modular memory networks support high-capacity, flexible, and robust associative memories. BioRxiv. Cold Spring Harbor Laboratory.
View | Download Preprint (ext.)
 
[27]
2020 | Preprint | IST-REx-ID: 8253 | OA
Zenke, F., & Vogels, T. P. (2020). The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks. BioRxiv.
View | Download Preprint (ext.)
 
[26]
2020 | Journal Article | IST-REx-ID: 8127 | OA
Gonçalves, P. J., Lueckmann, J.-M., Deistler, M., Nonnenmacher, M., Öcal, K., Bassetto, G., … Macke, J. H. (2020). Training deep neural density estimators to identify mechanistic models of neural dynamics. ELife, 9. https://doi.org/10.7554/eLife.56261
View | Files available | DOI | PubMed | Europe PMC
 
[25]
2020 | Journal Article | IST-REx-ID: 8757 | OA
Bozelos, P., & Vogels, T. P. (2020). Talking science, online. Nature Reviews Neuroscience. https://doi.org/10.1038/s41583-020-00408-6
View | DOI | Download Published Version (ext.)
 
[24]
2019 | Journal Article | IST-REx-ID: 8013 | OA
Currin, C. B., Khoza, P. N., Antrobus, A. D., Latham, P. E., Vogels, T. P., & Raimondo, J. V. (2019). Think: Theory for Africa. PLOS Computational Biology, 15(7). https://doi.org/10.1371/journal.pcbi.1007049
View | Files available | DOI | PubMed | Europe PMC
 
[23]
2019 | Journal Article | IST-REx-ID: 8014 | OA
Manohar, S. G., Zokaei, N., Fallon, S. J., Vogels, T. P., & Husain, M. (2019). Neural mechanisms of attending to items in working memory. Neuroscience and Biobehavioral Reviews, 101, 1–12. https://doi.org/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, E. J., Luppi, A. I., & Vogels, T. P. (2019). Complementary inhibitory weight profiles emerge from plasticity and allow attentional switching of receptive fields. BioRxiv. Cold Spring Harbor Laboratory.
View | Download Preprint (ext.)
 
[21]
2018 | Journal Article | IST-REx-ID: 8015 | OA
Stroud, J. P., & Vogels, T. P. (2018). Cortical signal propagation: Balance, amplify, transmit. Neuron, 98(1), 8–9. https://doi.org/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, J. P., Porter, M. A., Hennequin, G., & Vogels, T. P. (2018). Motor primitives in space and time via targeted gain modulation in cortical networks. Nature Neuroscience, 21(12), 1774–1783. https://doi.org/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, R. P., Padamsey, Z., D’Amour, J. A., Emptage, N. J., Froemke, R. C., & Vogels, T. P. (2017). Synaptic transmission optimization predicts expression loci of long-term plasticity. Neuron, 96(1), 177–189.e7. https://doi.org/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, E. J., & Vogels, T. P. (2017). Inhibitory plasticity: Balance, control, and codependence. Annual Review of Neuroscience, 40(1), 557–579. https://doi.org/10.1146/annurev-neuro-072116-031005
View | DOI | PubMed | Europe PMC
 
[17]
2017 | Journal Article | IST-REx-ID: 8018 | OA
Barron, H. C., Vogels, T. P., Behrens, T. E., & Ramaswami, M. (2017). Inhibitory engrams in perception and memory. Proceedings of the National Academy of Sciences, 114(26), 6666–6674. https://doi.org/10.1073/pnas.1701812114
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[16]
2017 | Journal Article | IST-REx-ID: 8019
Vogels, T. P., & Griffith, L. C. (2017). Editorial overview: Neurobiology of learning and plasticity 2017. Current Opinion in Neurobiology, 43, A1–A5. https://doi.org/10.1016/j.conb.2017.04.002
View | DOI | PubMed | Europe PMC
 
[15]
2017 | Journal Article | IST-REx-ID: 8075 | OA
Podlaski, W. F., Seeholzer, A., Groschner, L. N., Miesenböck, G., Ranjan, R., & Vogels, T. P. (2017). Mapping the function of neuronal ion channels in model and experiment. ELife, 6. https://doi.org/10.7554/elife.22152
View | Files available | DOI | PubMed | Europe PMC
 
[14]
2017 | Conference Paper | IST-REx-ID: 8129 | OA
Costa, R. P., Assael, Y. M., Shillingford, B., Freitas, N. de, & Vogels, T. P. (2017). Cortical microcircuits as gated-recurrent neural networks. In Advances in Neural Information Processing Systems (Vol. 30, pp. 272–283). Long Beach, CA, United States: Neural Information Processing Systems Foundation.
View | Download Preprint (ext.) | arXiv
 
[13]
2016 | Journal Article | IST-REx-ID: 8020 | OA
Barron, H. C., Vogels, T. P., Emir, U. E., Makin, T. R., O’Shea, J., Clare, S., … Behrens, T. E. J. (2016). Unmasking latent inhibitory connections in human cortex to reveal dormant cortical memories. Neuron, 90(1), 191–203. https://doi.org/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, T. P., Froemke, R. C., & Sprekeler, H. (2016). Receptive field formation by interacting excitatory and inhibitory synaptic plasticity. BioRxiv. Cold Spring Harbor Laboratory.
View | Download Preprint (ext.)
 
[11]
2014 | Journal Article | IST-REx-ID: 8021 | OA
Araya, R., Vogels, T. P., & Yuste, R. (2014). Activity-dependent dendritic spine neck changes are correlated with synaptic strength. Proceedings of the National Academy of Sciences, 111(28), E2895–E2904. https://doi.org/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, T. P., & Gerstner, W. (2014). Optimal control of transient dynamics in balanced networks supports generation of complex movements. Neuron, 82(6), 1394–1406. https://doi.org/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, T. P. (2014). Connection-type-specific biases make uniform random network models consistent with cortical recordings. Journal of Neurophysiology, 112(8), 1801–1814. https://doi.org/10.1152/jn.00629.2013
View | Files available | DOI | PubMed | Europe PMC
 
[8]
2013 | Journal Article | IST-REx-ID: 8030 | OA
Vogels, T. P., Froemke, R. C., Doyon, N., Gilson, M., Haas, J. S., Liu, R., … Sprekeler, H. (2013). Inhibitory synaptic plasticity: Spike timing-dependence and putative network function. Frontiers in Neural Circuits, 7. https://doi.org/10.3389/fncir.2013.00119
View | Files available | DOI | PubMed | Europe PMC
 
[7]
2012 | Journal Article | IST-REx-ID: 8024
Hennequin, G., Vogels, T. P., & Gerstner, W. (2012). Non-normal amplification in random balanced neuronal networks. Physical Review E, 86(1). https://doi.org/10.1103/physreve.86.011909
View | DOI | PubMed | Europe PMC
 
[6]
2011 | Journal Article | IST-REx-ID: 8025 | OA
Woodruff, A. R., McGarry, L. M., Vogels, T. P., Inan, M., Anderson, S. A., & Yuste, R. (2011). State-dependent function of neocortical chandelier cells. Journal of Neuroscience, 31(49), 17872–17886. https://doi.org/10.1523/jneurosci.3894-11.2011
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[5]
2011 | Journal Article | IST-REx-ID: 8074
Vogels, T. P., Sprekeler, H., Zenke, F., Clopath, C., & Gerstner, W. (2011). Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks. Science, 334(6062), 1569–1573. https://doi.org/10.1126/science.1211095
View | Files available | DOI | PubMed | Europe PMC
 
[4]
2009 | Journal Article | IST-REx-ID: 8026 | OA
Vogels, T. P., & Abbott, L. F. (2009). Gating multiple signals through detailed balance of excitation and inhibition in spiking networks. Nature Neuroscience, 12(4), 483–491. https://doi.org/10.1038/nn.2276
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[3]
2007 | Journal Article | IST-REx-ID: 8027
Vogels, T. P., & Abbott, L. (2007). Gating deficits in model networks: A path to schizophrenia? Pharmacopsychiatry, 40(S 1), S73–S77. https://doi.org/10.1055/s-2007-992130
View | DOI | PubMed | Europe PMC
 
[2]
2005 | Journal Article | IST-REx-ID: 8028 | OA
Vogels, T. P., & Abbott, L. F. (2005). Signal propagation and logic gating in networks of integrate-and-fire neurons. Journal of Neuroscience, 25(46), 10786–10795. https://doi.org/10.1523/jneurosci.3508-05.2005
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[1]
2005 | Journal Article | IST-REx-ID: 8029
Vogels, T. P., Rajan, K., & Abbott, L. F. (2005). Neural network dynamics. Annual Review of Neuroscience, 28(1), 357–376. https://doi.org/10.1146/annurev.neuro.28.061604.135637
View | DOI | PubMed | Europe PMC
 

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28 Publications

Mark all

[28]
2020 | Preprint | IST-REx-ID: 8125 | OA
Podlaski, W. F., Agnes, E. J., & Vogels, T. P. (2020). Context-modular memory networks support high-capacity, flexible, and robust associative memories. BioRxiv. Cold Spring Harbor Laboratory.
View | Download Preprint (ext.)
 
[27]
2020 | Preprint | IST-REx-ID: 8253 | OA
Zenke, F., & Vogels, T. P. (2020). The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks. BioRxiv.
View | Download Preprint (ext.)
 
[26]
2020 | Journal Article | IST-REx-ID: 8127 | OA
Gonçalves, P. J., Lueckmann, J.-M., Deistler, M., Nonnenmacher, M., Öcal, K., Bassetto, G., … Macke, J. H. (2020). Training deep neural density estimators to identify mechanistic models of neural dynamics. ELife, 9. https://doi.org/10.7554/eLife.56261
View | Files available | DOI | PubMed | Europe PMC
 
[25]
2020 | Journal Article | IST-REx-ID: 8757 | OA
Bozelos, P., & Vogels, T. P. (2020). Talking science, online. Nature Reviews Neuroscience. https://doi.org/10.1038/s41583-020-00408-6
View | DOI | Download Published Version (ext.)
 
[24]
2019 | Journal Article | IST-REx-ID: 8013 | OA
Currin, C. B., Khoza, P. N., Antrobus, A. D., Latham, P. E., Vogels, T. P., & Raimondo, J. V. (2019). Think: Theory for Africa. PLOS Computational Biology, 15(7). https://doi.org/10.1371/journal.pcbi.1007049
View | Files available | DOI | PubMed | Europe PMC
 
[23]
2019 | Journal Article | IST-REx-ID: 8014 | OA
Manohar, S. G., Zokaei, N., Fallon, S. J., Vogels, T. P., & Husain, M. (2019). Neural mechanisms of attending to items in working memory. Neuroscience and Biobehavioral Reviews, 101, 1–12. https://doi.org/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, E. J., Luppi, A. I., & Vogels, T. P. (2019). Complementary inhibitory weight profiles emerge from plasticity and allow attentional switching of receptive fields. BioRxiv. Cold Spring Harbor Laboratory.
View | Download Preprint (ext.)
 
[21]
2018 | Journal Article | IST-REx-ID: 8015 | OA
Stroud, J. P., & Vogels, T. P. (2018). Cortical signal propagation: Balance, amplify, transmit. Neuron, 98(1), 8–9. https://doi.org/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, J. P., Porter, M. A., Hennequin, G., & Vogels, T. P. (2018). Motor primitives in space and time via targeted gain modulation in cortical networks. Nature Neuroscience, 21(12), 1774–1783. https://doi.org/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, R. P., Padamsey, Z., D’Amour, J. A., Emptage, N. J., Froemke, R. C., & Vogels, T. P. (2017). Synaptic transmission optimization predicts expression loci of long-term plasticity. Neuron, 96(1), 177–189.e7. https://doi.org/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, E. J., & Vogels, T. P. (2017). Inhibitory plasticity: Balance, control, and codependence. Annual Review of Neuroscience, 40(1), 557–579. https://doi.org/10.1146/annurev-neuro-072116-031005
View | DOI | PubMed | Europe PMC
 
[17]
2017 | Journal Article | IST-REx-ID: 8018 | OA
Barron, H. C., Vogels, T. P., Behrens, T. E., & Ramaswami, M. (2017). Inhibitory engrams in perception and memory. Proceedings of the National Academy of Sciences, 114(26), 6666–6674. https://doi.org/10.1073/pnas.1701812114
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[16]
2017 | Journal Article | IST-REx-ID: 8019
Vogels, T. P., & Griffith, L. C. (2017). Editorial overview: Neurobiology of learning and plasticity 2017. Current Opinion in Neurobiology, 43, A1–A5. https://doi.org/10.1016/j.conb.2017.04.002
View | DOI | PubMed | Europe PMC
 
[15]
2017 | Journal Article | IST-REx-ID: 8075 | OA
Podlaski, W. F., Seeholzer, A., Groschner, L. N., Miesenböck, G., Ranjan, R., & Vogels, T. P. (2017). Mapping the function of neuronal ion channels in model and experiment. ELife, 6. https://doi.org/10.7554/elife.22152
View | Files available | DOI | PubMed | Europe PMC
 
[14]
2017 | Conference Paper | IST-REx-ID: 8129 | OA
Costa, R. P., Assael, Y. M., Shillingford, B., Freitas, N. de, & Vogels, T. P. (2017). Cortical microcircuits as gated-recurrent neural networks. In Advances in Neural Information Processing Systems (Vol. 30, pp. 272–283). Long Beach, CA, United States: Neural Information Processing Systems Foundation.
View | Download Preprint (ext.) | arXiv
 
[13]
2016 | Journal Article | IST-REx-ID: 8020 | OA
Barron, H. C., Vogels, T. P., Emir, U. E., Makin, T. R., O’Shea, J., Clare, S., … Behrens, T. E. J. (2016). Unmasking latent inhibitory connections in human cortex to reveal dormant cortical memories. Neuron, 90(1), 191–203. https://doi.org/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, T. P., Froemke, R. C., & Sprekeler, H. (2016). Receptive field formation by interacting excitatory and inhibitory synaptic plasticity. BioRxiv. Cold Spring Harbor Laboratory.
View | Download Preprint (ext.)
 
[11]
2014 | Journal Article | IST-REx-ID: 8021 | OA
Araya, R., Vogels, T. P., & Yuste, R. (2014). Activity-dependent dendritic spine neck changes are correlated with synaptic strength. Proceedings of the National Academy of Sciences, 111(28), E2895–E2904. https://doi.org/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, T. P., & Gerstner, W. (2014). Optimal control of transient dynamics in balanced networks supports generation of complex movements. Neuron, 82(6), 1394–1406. https://doi.org/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, T. P. (2014). Connection-type-specific biases make uniform random network models consistent with cortical recordings. Journal of Neurophysiology, 112(8), 1801–1814. https://doi.org/10.1152/jn.00629.2013
View | Files available | DOI | PubMed | Europe PMC
 
[8]
2013 | Journal Article | IST-REx-ID: 8030 | OA
Vogels, T. P., Froemke, R. C., Doyon, N., Gilson, M., Haas, J. S., Liu, R., … Sprekeler, H. (2013). Inhibitory synaptic plasticity: Spike timing-dependence and putative network function. Frontiers in Neural Circuits, 7. https://doi.org/10.3389/fncir.2013.00119
View | Files available | DOI | PubMed | Europe PMC
 
[7]
2012 | Journal Article | IST-REx-ID: 8024
Hennequin, G., Vogels, T. P., & Gerstner, W. (2012). Non-normal amplification in random balanced neuronal networks. Physical Review E, 86(1). https://doi.org/10.1103/physreve.86.011909
View | DOI | PubMed | Europe PMC
 
[6]
2011 | Journal Article | IST-REx-ID: 8025 | OA
Woodruff, A. R., McGarry, L. M., Vogels, T. P., Inan, M., Anderson, S. A., & Yuste, R. (2011). State-dependent function of neocortical chandelier cells. Journal of Neuroscience, 31(49), 17872–17886. https://doi.org/10.1523/jneurosci.3894-11.2011
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[5]
2011 | Journal Article | IST-REx-ID: 8074
Vogels, T. P., Sprekeler, H., Zenke, F., Clopath, C., & Gerstner, W. (2011). Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks. Science, 334(6062), 1569–1573. https://doi.org/10.1126/science.1211095
View | Files available | DOI | PubMed | Europe PMC
 
[4]
2009 | Journal Article | IST-REx-ID: 8026 | OA
Vogels, T. P., & Abbott, L. F. (2009). Gating multiple signals through detailed balance of excitation and inhibition in spiking networks. Nature Neuroscience, 12(4), 483–491. https://doi.org/10.1038/nn.2276
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[3]
2007 | Journal Article | IST-REx-ID: 8027
Vogels, T. P., & Abbott, L. (2007). Gating deficits in model networks: A path to schizophrenia? Pharmacopsychiatry, 40(S 1), S73–S77. https://doi.org/10.1055/s-2007-992130
View | DOI | PubMed | Europe PMC
 
[2]
2005 | Journal Article | IST-REx-ID: 8028 | OA
Vogels, T. P., & Abbott, L. F. (2005). Signal propagation and logic gating in networks of integrate-and-fire neurons. Journal of Neuroscience, 25(46), 10786–10795. https://doi.org/10.1523/jneurosci.3508-05.2005
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[1]
2005 | Journal Article | IST-REx-ID: 8029
Vogels, T. P., Rajan, K., & Abbott, L. F. (2005). Neural network dynamics. Annual Review of Neuroscience, 28(1), 357–376. https://doi.org/10.1146/annurev.neuro.28.061604.135637
View | DOI | PubMed | Europe PMC
 

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