28 Publications

Mark all

[28]
2020 | Preprint | IST-REx-ID: 8125 | OA
Podlaski, William F., et al. “Context-Modular Memory Networks Support High-Capacity, Flexible, and Robust Associative Memories.” BioRxiv, Cold Spring Harbor Laboratory, 2020.
View | Download Preprint (ext.)
 
[27]
2020 | Preprint | IST-REx-ID: 8253 | OA
Zenke, Friedemann, and Tim P. Vogels. “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, Pedro J., et al. “Training Deep Neural Density Estimators to Identify Mechanistic Models of Neural Dynamics.” ELife, vol. 9, e56261, eLife Sciences Publications, 2020, doi:10.7554/eLife.56261.
View | Files available | DOI | PubMed | Europe PMC
 
[25]
2020 | Journal Article | IST-REx-ID: 8757 | OA
Bozelos, Panagiotis, and Tim P. Vogels. “Talking Science, Online.” Nature Reviews Neuroscience, Springer Nature, 2020, doi:10.1038/s41583-020-00408-6.
View | DOI | Download Published Version (ext.)
 
[24]
2019 | Journal Article | IST-REx-ID: 8013 | OA
Currin, Christopher B., et al. “Think: Theory for Africa.” PLOS Computational Biology, vol. 15, no. 7, e1007049, Public Library of Science, 2019, doi:10.1371/journal.pcbi.1007049.
View | Files available | DOI | PubMed | Europe PMC
 
[23]
2019 | Journal Article | IST-REx-ID: 8014 | OA
Manohar, Sanjay G., et al. “Neural Mechanisms of Attending to Items in Working Memory.” Neuroscience and Biobehavioral Reviews, vol. 101, Elsevier , 2019, pp. 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, Everton J., et al. “Complementary Inhibitory Weight Profiles Emerge from Plasticity and Allow Attentional Switching of Receptive Fields.” BioRxiv, Cold Spring Harbor Laboratory, 2019.
View | Download Preprint (ext.)
 
[21]
2018 | Journal Article | IST-REx-ID: 8015 | OA
Stroud, Jake P., and Tim P. Vogels. “Cortical Signal Propagation: Balance, Amplify, Transmit.” Neuron, vol. 98, no. 1, Elsevier, 2018, pp. 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, Jake P., et al. “Motor Primitives in Space and Time via Targeted Gain Modulation in Cortical Networks.” Nature Neuroscience, vol. 21, no. 12, Springer Nature, 2018, pp. 1774–83, 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, Rui Ponte, et al. “Synaptic Transmission Optimization Predicts Expression Loci of Long-Term Plasticity.” Neuron, vol. 96, no. 1, Elsevier, 2017, p. 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, Guillaume, et al. “Inhibitory Plasticity: Balance, Control, and Codependence.” Annual Review of Neuroscience, vol. 40, no. 1, Annual Reviews, 2017, pp. 557–79, doi:10.1146/annurev-neuro-072116-031005.
View | DOI | PubMed | Europe PMC
 
[17]
2017 | Journal Article | IST-REx-ID: 8018 | OA
Barron, Helen C., et al. “Inhibitory Engrams in Perception and Memory.” Proceedings of the National Academy of Sciences, vol. 114, no. 26, Proceedings of the National Academy of Sciences, 2017, pp. 6666–74, doi:10.1073/pnas.1701812114.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[16]
2017 | Journal Article | IST-REx-ID: 8019
Vogels, Tim P., and Leslie C. Griffith. “Editorial Overview: Neurobiology of Learning and Plasticity 2017.” Current Opinion in Neurobiology, vol. 43, Elsevier, 2017, pp. A1–5, doi:10.1016/j.conb.2017.04.002.
View | DOI | PubMed | Europe PMC
 
[15]
2017 | Journal Article | IST-REx-ID: 8075 | OA
Podlaski, William F., et al. “Mapping the Function of Neuronal Ion Channels in Model and Experiment.” ELife, vol. 6, e22152, eLife Sciences Publications, Ltd, 2017, doi:10.7554/elife.22152.
View | Files available | DOI | PubMed | Europe PMC
 
[14]
2017 | Conference Paper | IST-REx-ID: 8129 | OA
Costa, Rui Ponte, et al. “Cortical Microcircuits as Gated-Recurrent Neural Networks.” Advances in Neural Information Processing Systems, vol. 30, Neural Information Processing Systems Foundation, 2017, pp. 272–83.
View | Download Preprint (ext.) | arXiv
 
[13]
2016 | Journal Article | IST-REx-ID: 8020 | OA
Barron, H. C., et al. “Unmasking Latent Inhibitory Connections in Human Cortex to Reveal Dormant Cortical Memories.” Neuron, vol. 90, no. 1, Elsevier, 2016, pp. 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, Claudia, et al. “Receptive Field Formation by Interacting Excitatory and Inhibitory Synaptic Plasticity.” BioRxiv, Cold Spring Harbor Laboratory, 2016.
View | Download Preprint (ext.)
 
[11]
2014 | Journal Article | IST-REx-ID: 8021 | OA
Araya, R., et al. “Activity-Dependent Dendritic Spine Neck Changes Are Correlated with Synaptic Strength.” Proceedings of the National Academy of Sciences, vol. 111, no. 28, Proceedings of the National Academy of Sciences, 2014, pp. E2895–904, doi:10.1073/pnas.1321869111.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[10]
2014 | Journal Article | IST-REx-ID: 8022 | OA
Hennequin, Guillaume, et al. “Optimal Control of Transient Dynamics in Balanced Networks Supports Generation of Complex Movements.” Neuron, vol. 82, no. 6, Elsevier, 2014, pp. 1394–406, 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, Christian, et al. “Connection-Type-Specific Biases Make Uniform Random Network Models Consistent with Cortical Recordings.” Journal of Neurophysiology, vol. 112, no. 8, American Physiological Society, 2014, pp. 1801–14, doi:10.1152/jn.00629.2013.
View | Files available | DOI | PubMed | Europe PMC
 
[8]
2013 | Journal Article | IST-REx-ID: 8030 | OA
Vogels, Tim P., et al. “Inhibitory Synaptic Plasticity: Spike Timing-Dependence and Putative Network Function.” Frontiers in Neural Circuits, vol. 7, 119, Frontiers Media, 2013, doi:10.3389/fncir.2013.00119.
View | Files available | DOI | PubMed | Europe PMC
 
[7]
2012 | Journal Article | IST-REx-ID: 8024
Hennequin, Guillaume, et al. “Non-Normal Amplification in Random Balanced Neuronal Networks.” Physical Review E, vol. 86, no. 1, 011909, American Physical Society, 2012, doi:10.1103/physreve.86.011909.
View | DOI | PubMed | Europe PMC
 
[6]
2011 | Journal Article | IST-REx-ID: 8025 | OA
Woodruff, A. R., et al. “State-Dependent Function of Neocortical Chandelier Cells.” Journal of Neuroscience, vol. 31, no. 49, Society for Neuroscience, 2011, pp. 17872–86, 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, Tim P., et al. “Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks.” Science, vol. 334, no. 6062, American Association for the Advancement of Science, 2011, pp. 1569–73, doi:10.1126/science.1211095.
View | Files available | DOI | PubMed | Europe PMC
 
[4]
2009 | Journal Article | IST-REx-ID: 8026 | OA
Vogels, Tim P., and L. F. Abbott. “Gating Multiple Signals through Detailed Balance of Excitation and Inhibition in Spiking Networks.” Nature Neuroscience, vol. 12, no. 4, Springer Nature, 2009, pp. 483–91, doi:10.1038/nn.2276.
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[3]
2007 | Journal Article | IST-REx-ID: 8027
Vogels, Tim P., and L. Abbott. “Gating Deficits in Model Networks: A Path to Schizophrenia?” Pharmacopsychiatry, vol. 40, no. S 1, Thieme, 2007, pp. S73–77, doi:10.1055/s-2007-992130.
View | DOI | PubMed | Europe PMC
 
[2]
2005 | Journal Article | IST-REx-ID: 8028 | OA
Vogels, Tim P., and L. F. Abbott. “Signal Propagation and Logic Gating in Networks of Integrate-and-Fire Neurons.” Journal of Neuroscience, vol. 25, no. 46, Society for Neuroscience, 2005, pp. 10786–95, 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, Tim P., et al. “Neural Network Dynamics.” Annual Review of Neuroscience, vol. 28, no. 1, Annual Reviews, 2005, pp. 357–76, 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, William F., et al. “Context-Modular Memory Networks Support High-Capacity, Flexible, and Robust Associative Memories.” BioRxiv, Cold Spring Harbor Laboratory, 2020.
View | Download Preprint (ext.)
 
[27]
2020 | Preprint | IST-REx-ID: 8253 | OA
Zenke, Friedemann, and Tim P. Vogels. “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, Pedro J., et al. “Training Deep Neural Density Estimators to Identify Mechanistic Models of Neural Dynamics.” ELife, vol. 9, e56261, eLife Sciences Publications, 2020, doi:10.7554/eLife.56261.
View | Files available | DOI | PubMed | Europe PMC
 
[25]
2020 | Journal Article | IST-REx-ID: 8757 | OA
Bozelos, Panagiotis, and Tim P. Vogels. “Talking Science, Online.” Nature Reviews Neuroscience, Springer Nature, 2020, doi:10.1038/s41583-020-00408-6.
View | DOI | Download Published Version (ext.)
 
[24]
2019 | Journal Article | IST-REx-ID: 8013 | OA
Currin, Christopher B., et al. “Think: Theory for Africa.” PLOS Computational Biology, vol. 15, no. 7, e1007049, Public Library of Science, 2019, doi:10.1371/journal.pcbi.1007049.
View | Files available | DOI | PubMed | Europe PMC
 
[23]
2019 | Journal Article | IST-REx-ID: 8014 | OA
Manohar, Sanjay G., et al. “Neural Mechanisms of Attending to Items in Working Memory.” Neuroscience and Biobehavioral Reviews, vol. 101, Elsevier , 2019, pp. 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, Everton J., et al. “Complementary Inhibitory Weight Profiles Emerge from Plasticity and Allow Attentional Switching of Receptive Fields.” BioRxiv, Cold Spring Harbor Laboratory, 2019.
View | Download Preprint (ext.)
 
[21]
2018 | Journal Article | IST-REx-ID: 8015 | OA
Stroud, Jake P., and Tim P. Vogels. “Cortical Signal Propagation: Balance, Amplify, Transmit.” Neuron, vol. 98, no. 1, Elsevier, 2018, pp. 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, Jake P., et al. “Motor Primitives in Space and Time via Targeted Gain Modulation in Cortical Networks.” Nature Neuroscience, vol. 21, no. 12, Springer Nature, 2018, pp. 1774–83, 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, Rui Ponte, et al. “Synaptic Transmission Optimization Predicts Expression Loci of Long-Term Plasticity.” Neuron, vol. 96, no. 1, Elsevier, 2017, p. 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, Guillaume, et al. “Inhibitory Plasticity: Balance, Control, and Codependence.” Annual Review of Neuroscience, vol. 40, no. 1, Annual Reviews, 2017, pp. 557–79, doi:10.1146/annurev-neuro-072116-031005.
View | DOI | PubMed | Europe PMC
 
[17]
2017 | Journal Article | IST-REx-ID: 8018 | OA
Barron, Helen C., et al. “Inhibitory Engrams in Perception and Memory.” Proceedings of the National Academy of Sciences, vol. 114, no. 26, Proceedings of the National Academy of Sciences, 2017, pp. 6666–74, doi:10.1073/pnas.1701812114.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[16]
2017 | Journal Article | IST-REx-ID: 8019
Vogels, Tim P., and Leslie C. Griffith. “Editorial Overview: Neurobiology of Learning and Plasticity 2017.” Current Opinion in Neurobiology, vol. 43, Elsevier, 2017, pp. A1–5, doi:10.1016/j.conb.2017.04.002.
View | DOI | PubMed | Europe PMC
 
[15]
2017 | Journal Article | IST-REx-ID: 8075 | OA
Podlaski, William F., et al. “Mapping the Function of Neuronal Ion Channels in Model and Experiment.” ELife, vol. 6, e22152, eLife Sciences Publications, Ltd, 2017, doi:10.7554/elife.22152.
View | Files available | DOI | PubMed | Europe PMC
 
[14]
2017 | Conference Paper | IST-REx-ID: 8129 | OA
Costa, Rui Ponte, et al. “Cortical Microcircuits as Gated-Recurrent Neural Networks.” Advances in Neural Information Processing Systems, vol. 30, Neural Information Processing Systems Foundation, 2017, pp. 272–83.
View | Download Preprint (ext.) | arXiv
 
[13]
2016 | Journal Article | IST-REx-ID: 8020 | OA
Barron, H. C., et al. “Unmasking Latent Inhibitory Connections in Human Cortex to Reveal Dormant Cortical Memories.” Neuron, vol. 90, no. 1, Elsevier, 2016, pp. 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, Claudia, et al. “Receptive Field Formation by Interacting Excitatory and Inhibitory Synaptic Plasticity.” BioRxiv, Cold Spring Harbor Laboratory, 2016.
View | Download Preprint (ext.)
 
[11]
2014 | Journal Article | IST-REx-ID: 8021 | OA
Araya, R., et al. “Activity-Dependent Dendritic Spine Neck Changes Are Correlated with Synaptic Strength.” Proceedings of the National Academy of Sciences, vol. 111, no. 28, Proceedings of the National Academy of Sciences, 2014, pp. E2895–904, doi:10.1073/pnas.1321869111.
View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
[10]
2014 | Journal Article | IST-REx-ID: 8022 | OA
Hennequin, Guillaume, et al. “Optimal Control of Transient Dynamics in Balanced Networks Supports Generation of Complex Movements.” Neuron, vol. 82, no. 6, Elsevier, 2014, pp. 1394–406, 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, Christian, et al. “Connection-Type-Specific Biases Make Uniform Random Network Models Consistent with Cortical Recordings.” Journal of Neurophysiology, vol. 112, no. 8, American Physiological Society, 2014, pp. 1801–14, doi:10.1152/jn.00629.2013.
View | Files available | DOI | PubMed | Europe PMC
 
[8]
2013 | Journal Article | IST-REx-ID: 8030 | OA
Vogels, Tim P., et al. “Inhibitory Synaptic Plasticity: Spike Timing-Dependence and Putative Network Function.” Frontiers in Neural Circuits, vol. 7, 119, Frontiers Media, 2013, doi:10.3389/fncir.2013.00119.
View | Files available | DOI | PubMed | Europe PMC
 
[7]
2012 | Journal Article | IST-REx-ID: 8024
Hennequin, Guillaume, et al. “Non-Normal Amplification in Random Balanced Neuronal Networks.” Physical Review E, vol. 86, no. 1, 011909, American Physical Society, 2012, doi:10.1103/physreve.86.011909.
View | DOI | PubMed | Europe PMC
 
[6]
2011 | Journal Article | IST-REx-ID: 8025 | OA
Woodruff, A. R., et al. “State-Dependent Function of Neocortical Chandelier Cells.” Journal of Neuroscience, vol. 31, no. 49, Society for Neuroscience, 2011, pp. 17872–86, 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, Tim P., et al. “Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks.” Science, vol. 334, no. 6062, American Association for the Advancement of Science, 2011, pp. 1569–73, doi:10.1126/science.1211095.
View | Files available | DOI | PubMed | Europe PMC
 
[4]
2009 | Journal Article | IST-REx-ID: 8026 | OA
Vogels, Tim P., and L. F. Abbott. “Gating Multiple Signals through Detailed Balance of Excitation and Inhibition in Spiking Networks.” Nature Neuroscience, vol. 12, no. 4, Springer Nature, 2009, pp. 483–91, doi:10.1038/nn.2276.
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
[3]
2007 | Journal Article | IST-REx-ID: 8027
Vogels, Tim P., and L. Abbott. “Gating Deficits in Model Networks: A Path to Schizophrenia?” Pharmacopsychiatry, vol. 40, no. S 1, Thieme, 2007, pp. S73–77, doi:10.1055/s-2007-992130.
View | DOI | PubMed | Europe PMC
 
[2]
2005 | Journal Article | IST-REx-ID: 8028 | OA
Vogels, Tim P., and L. F. Abbott. “Signal Propagation and Logic Gating in Networks of Integrate-and-Fire Neurons.” Journal of Neuroscience, vol. 25, no. 46, Society for Neuroscience, 2005, pp. 10786–95, 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, Tim P., et al. “Neural Network Dynamics.” Annual Review of Neuroscience, vol. 28, no. 1, Annual Reviews, 2005, pp. 357–76, doi:10.1146/annurev.neuro.28.061604.135637.
View | DOI | PubMed | Europe PMC
 

Search

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