Clatot, Jerome, Christopher Currin, Qiansheng Liang, Tanadet Pipatpolkai, Shavonne L. Massey, Ingo Helbig, Lucie Delemotte, Tim P Vogels, Manuel Covarrubias, and Ethan M. Goldberg. “A Structurally Precise Mechanism Links an Epilepsy-Associated KCN Potassium Channel Mutation to Interneuron Dysfunction.”https://doi.org/10.1073/pnas.2307776121__Proceedings of the National Academy of Sciences of the United States of America. Proceedings of the National Academy of Sciences, 2024.https://doi.org/10.1073/pnas.2307776121 .
LibreCat: https://research-explorer.ista.ac.at/record/14841
DOI: 10.1073/pnas.2307776121
PMID: 38194456

Agnes, Everton J., and Tim P Vogels. “Co-Dependent Excitatory and Inhibitory Plasticity Accounts for Quick, Stable and Long-Lasting Memories in Biological Networks.”https://doi.org/10.1038/s41593-024-01597-4__Nature Neuroscience. Springer Nature, 2024.https://doi.org/10.1038/s41593-024-01597-4 .
LibreCat: https://research-explorer.ista.ac.at/record/15171
DOI: 10.1038/s41593-024-01597-4

Chintaluri, Chaitanya, and Tim P Vogels. “Metabolically Regulated Spiking Could Serve Neuronal Energy Homeostasis and Protect from Reactive Oxygen Species.”https://doi.org/10.1073/pnas.2306525120__Proceedings of the National Academy of Sciences of the United States of America. National Academy of Sciences, 2023.https://doi.org/10.1073/pnas.2306525120 .
LibreCat: https://research-explorer.ista.ac.at/record/14666
DOI: 10.1073/pnas.2306525120
PMID: 37988463

Van Der Plas, Thijs L., Tim P Vogels, and Sanjay G. Manohar. “Predictive Learning Enables Neural Networks to Learn Complex Working Memory Tasks.” In Proceedings of Machine Learning Research, 199:518–31. ML Research Press, 2022.
LibreCat: https://research-explorer.ista.ac.at/record/13239

Kaneko, Keisuke, Christopher Currin, Kevin M. Goff, Eric R. Wengert, Ala Somarowthu, Tim P Vogels, and Ethan M. Goldberg. “Developmentally Regulated Impairment of Parvalbumin Interneuron Synaptic Transmission in an Experimental Model of Dravet Syndrome.”https://doi.org/10.1016/j.celrep.2022.110580__Cell Reports. Elsevier, 2022.https://doi.org/10.1016/j.celrep.2022.110580 .
LibreCat: https://research-explorer.ista.ac.at/record/11143
DOI: 10.1016/j.celrep.2022.110580
WoS: 000779794000001

Jia, David W., Tim P Vogels, and Rui Ponte Costa. “Developmental Depression-to-Facilitation Shift Controls Excitation-Inhibition Balance.”https://doi.org/10.1038/s42003-022-03801-2__Communications Biology. Springer Nature, 2022.https://doi.org/10.1038/s42003-022-03801-2 .
LibreCat: https://research-explorer.ista.ac.at/record/12009
DOI: 10.1038/s42003-022-03801-2
WoS: 000844814800007

Christodoulou, Georgia, Tim P Vogels, and Everton J. Agnes. “Regimes and Mechanisms of Transient Amplification in Abstract and Biological Neural Networks.”https://doi.org/10.1371/journal.pcbi.1010365__PLoS Computational Biology. Public Library of Science, 2022.https://doi.org/10.1371/journal.pcbi.1010365 .
LibreCat: https://research-explorer.ista.ac.at/record/12084
DOI: 10.1371/journal.pcbi.1010365
WoS: 000937227700001

Confavreux, Basile J, and Tim P Vogels. “A Familiar Thought: Machines That Replace Us?”https://doi.org/10.1016/j.neuron.2022.01.014__Neuron. Elsevier, 2022.https://doi.org/10.1016/j.neuron.2022.01.014 .
LibreCat: https://research-explorer.ista.ac.at/record/10753
DOI: 10.1016/j.neuron.2022.01.014
WoS: 000751819100005
PMID: 35114107

Podlaski, William F., Everton J. Agnes, and Tim P Vogels. “High Capacity and Dynamic Accessibility in Associative Memory Networks with Context-Dependent Neuronal and Synaptic Gating.”https://doi.org/10.1101/2020.01.08.898528__BioRxiv. Cold Spring Harbor Laboratory, 2022.https://doi.org/10.1101/2020.01.08.898528 .
LibreCat: https://research-explorer.ista.ac.at/record/8125
DOI: 10.1101/2020.01.08.898528

Braun, Lukas, and Tim P Vogels. “Online Learning of Neural Computations from Sparse Temporal Feedback.” In Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, 20:16437–50. Neural Information Processing Systems Foundation, 2021.
LibreCat: https://research-explorer.ista.ac.at/record/11453

Zenke, Friedemann, and Tim P Vogels. “The Remarkable Robustness of Surrogate Gradient Learning for Instilling Complex Function in Spiking Neural Networks.”https://doi.org/10.1162/neco_a_01367__Neural Computation. MIT Press, 2021.https://doi.org/10.1162/neco_a_01367 .
LibreCat: https://research-explorer.ista.ac.at/record/8253
DOI: 10.1162/neco_a_01367
WoS: 000663433900003
PMID: 33513328

Bozelos, Panagiotis, and Tim P Vogels. “Talking Science, Online.”https://doi.org/10.1038/s41583-020-00408-6__Nature Reviews Neuroscience. Springer Nature, 2021.https://doi.org/10.1038/s41583-020-00408-6 .
LibreCat: https://research-explorer.ista.ac.at/record/8757
DOI: 10.1038/s41583-020-00408-6
WoS: 000588256300001
PMID: 33173190

Achakulvisut, Titipat, Tulakan Ruangrong, Patrick Mineault, Tim P Vogels, Megan A.K. Peters, Panayiota Poirazi, Christopher Rozell, Brad Wyble, Dan F.M. Goodman, and Konrad Paul Kording. “Towards Democratizing and Automating Online Conferences: Lessons from the Neuromatch Conferences.”https://doi.org/10.1016/j.tics.2021.01.007__Trends in Cognitive Sciences. Elsevier, 2021.https://doi.org/10.1016/j.tics.2021.01.007 .
LibreCat: https://research-explorer.ista.ac.at/record/9228
DOI: 10.1016/j.tics.2021.01.007
WoS: 000627418000001
PMID: 33608214

Gonçalves, Pedro J., Jan-Matthis Lueckmann, Michael Deistler, Marcel Nonnenmacher, Kaan Öcal, Giacomo Bassetto, Chaitanya Chintaluri, et al. “Training Deep Neural Density Estimators to Identify Mechanistic Models of Neural Dynamics.”https://doi.org/10.7554/eLife.56261__ELife. eLife Sciences Publications, 2020.https://doi.org/10.7554/eLife.56261 .
LibreCat: https://research-explorer.ista.ac.at/record/8127
DOI: 10.7554/eLife.56261
WoS: 000584989400001
PMID: 32940606

Agnes, Everton J., Andrea I. Luppi, and Tim P Vogels. “Complementary Inhibitory Weight Profiles Emerge from Plasticity and Allow Attentional Switching of Receptive Fields.”https://doi.org/10.1523/JNEUROSCI.0276-20.2020__The Journal of Neuroscience. Society for Neuroscience, 2020.https://doi.org/10.1523/JNEUROSCI.0276-20.2020 .
LibreCat: https://research-explorer.ista.ac.at/record/8126
DOI: 10.1523/JNEUROSCI.0276-20.2020
WoS: 000606706400009
PMID: 33168622

Confavreux, Basile J, Friedemann Zenke, Everton J. Agnes, Timothy Lillicrap, and Tim P Vogels. “A Meta-Learning Approach to (Re)Discover Plasticity Rules That Carve a Desired Function into a Neural Network.” In Advances in Neural Information Processing Systems, 33:16398–408, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/9633

Currin, Christopher B., Phumlani N. Khoza, Alexander D. Antrobus, Peter E. Latham, Tim P Vogels, and Joseph V. Raimondo. “Think: Theory for Africa.”https://doi.org/10.1371/journal.pcbi.1007049__PLOS Computational Biology. Public Library of Science, 2019.https://doi.org/10.1371/journal.pcbi.1007049 .
LibreCat: https://research-explorer.ista.ac.at/record/8013
DOI: 10.1371/journal.pcbi.1007049
PMID: 31295253

Manohar, Sanjay G., Nahid Zokaei, Sean J. Fallon, Tim P Vogels, and Masud Husain. “Neural Mechanisms of Attending to Items in Working Memory.”https://doi.org/10.1016/j.neubiorev.2019.03.017__Neuroscience and Biobehavioral Reviews. Elsevier , 2019.https://doi.org/10.1016/j.neubiorev.2019.03.017 .
LibreCat: https://research-explorer.ista.ac.at/record/8014
DOI: 10.1016/j.neubiorev.2019.03.017
PMID: 30922977

Stroud, Jake P., and Tim P Vogels. “Cortical Signal Propagation: Balance, Amplify, Transmit.”https://doi.org/10.1016/j.neuron.2018.03.028__Neuron. Elsevier, 2018.https://doi.org/10.1016/j.neuron.2018.03.028 .
LibreCat: https://research-explorer.ista.ac.at/record/8015
DOI: 10.1016/j.neuron.2018.03.028
PMID: 29621492

Stroud, Jake P., Mason A. Porter, Guillaume Hennequin, and Tim P Vogels. “Motor Primitives in Space and Time via Targeted Gain Modulation in Cortical Networks.”https://doi.org/10.1038/s41593-018-0276-0__Nature Neuroscience. Springer Nature, 2018.https://doi.org/10.1038/s41593-018-0276-0 .
LibreCat: https://research-explorer.ista.ac.at/record/8073
DOI: 10.1038/s41593-018-0276-0
PMID: 30482949

Costa, Rui Ponte, Zahid Padamsey, James A. D’Amour, Nigel J. Emptage, Robert C. Froemke, and Tim P Vogels. “Synaptic Transmission Optimization Predicts Expression Loci of Long-Term Plasticity.”https://doi.org/10.1016/j.neuron.2017.09.021__Neuron. Elsevier, 2017.https://doi.org/10.1016/j.neuron.2017.09.021 .
LibreCat: https://research-explorer.ista.ac.at/record/8016
DOI: 10.1016/j.neuron.2017.09.021
PMID: 28957667

Barron, Helen C., Tim P Vogels, Timothy E. Behrens, and Mani Ramaswami. “Inhibitory Engrams in Perception and Memory.”https://doi.org/10.1073/pnas.1701812114__Proceedings of the National Academy of Sciences. Proceedings of the National Academy of Sciences, 2017.https://doi.org/10.1073/pnas.1701812114 .
LibreCat: https://research-explorer.ista.ac.at/record/8018
DOI: 10.1073/pnas.1701812114
PMID: 28611219

Vogels, Tim P, and Leslie C Griffith. “Editorial Overview: Neurobiology of Learning and Plasticity 2017.”https://doi.org/10.1016/j.conb.2017.04.002__Current Opinion in Neurobiology. Elsevier, 2017.https://doi.org/10.1016/j.conb.2017.04.002 .
LibreCat: https://research-explorer.ista.ac.at/record/8019
DOI: 10.1016/j.conb.2017.04.002
PMID: 28427877

Hennequin, Guillaume, Everton J. Agnes, and Tim P Vogels. “Inhibitory Plasticity: Balance, Control, and Codependence.”https://doi.org/10.1146/annurev-neuro-072116-031005__Annual Review of Neuroscience. Annual Reviews, 2017.https://doi.org/10.1146/annurev-neuro-072116-031005 .
LibreCat: https://research-explorer.ista.ac.at/record/8017
DOI: 10.1146/annurev-neuro-072116-031005
PMID: 28598717

Podlaski, William F, Alexander Seeholzer, Lukas N Groschner, Gero Miesenböck, Rajnish Ranjan, and Tim P Vogels. “Mapping the Function of Neuronal Ion Channels in Model and Experiment.”https://doi.org/10.7554/elife.22152__ELife. eLife Sciences Publications, Ltd, 2017.https://doi.org/10.7554/elife.22152 .
LibreCat: https://research-explorer.ista.ac.at/record/8075
DOI: 10.7554/elife.22152
PMID: 28267430

Costa, Rui Ponte, Yannis M. Assael, Brendan Shillingford, Nando de Freitas, and Tim P Vogels. “Cortical Microcircuits as Gated-Recurrent Neural Networks.” In Advances in Neural Information Processing Systems, 30:272–83. Neural Information Processing Systems Foundation, 2017.
LibreCat: https://research-explorer.ista.ac.at/record/8129
arXiv: 1711.02448

Barron, H.C., Tim P Vogels, U.E. Emir, T.R. Makin, J. O’Shea, S. Clare, S. Jbabdi, R.J. Dolan, and T.E.J. Behrens. “Unmasking Latent Inhibitory Connections in Human Cortex to Reveal Dormant Cortical Memories.”https://doi.org/10.1016/j.neuron.2016.02.031__Neuron. Elsevier, 2016.https://doi.org/10.1016/j.neuron.2016.02.031 .
LibreCat: https://research-explorer.ista.ac.at/record/8020
DOI: 10.1016/j.neuron.2016.02.031
PMID: 26996082

Clopath, Claudia, Tim P Vogels, Robert C. Froemke, and Henning Sprekeler. “Receptive Field Formation by Interacting Excitatory and Inhibitory Synaptic Plasticity.” BioRxiv. Cold Spring Harbor Laboratory, 2016.
LibreCat: https://research-explorer.ista.ac.at/record/8128

Araya, R., Tim P Vogels, and R. Yuste. “Activity-Dependent Dendritic Spine Neck Changes Are Correlated with Synaptic Strength.”https://doi.org/10.1073/pnas.1321869111__Proceedings of the National Academy of Sciences. Proceedings of the National Academy of Sciences, 2014.https://doi.org/10.1073/pnas.1321869111 .
LibreCat: https://research-explorer.ista.ac.at/record/8021
DOI: 10.1073/pnas.1321869111
PMID: 24982196

Tomm, Christian, Michael Avermann, Carl Petersen, Wulfram Gerstner, and Tim P Vogels. “Connection-Type-Specific Biases Make Uniform Random Network Models Consistent with Cortical Recordings.”https://doi.org/10.1152/jn.00629.2013__Journal of Neurophysiology. American Physiological Society, 2014.https://doi.org/10.1152/jn.00629.2013 .
LibreCat: https://research-explorer.ista.ac.at/record/8023
DOI: 10.1152/jn.00629.2013
PMID: 24944218

Hennequin, Guillaume, Tim P Vogels, and Wulfram Gerstner. “Optimal Control of Transient Dynamics in Balanced Networks Supports Generation of Complex Movements.”https://doi.org/10.1016/j.neuron.2014.04.045__Neuron. Elsevier, 2014.https://doi.org/10.1016/j.neuron.2014.04.045 .
LibreCat: https://research-explorer.ista.ac.at/record/8022
DOI: 10.1016/j.neuron.2014.04.045
PMID: 24945778

Vogels, Tim P, R. C. Froemke, N. Doyon, M. Gilson, J. S. Haas, R. Liu, A. Maffei, et al. “Inhibitory Synaptic Plasticity: Spike Timing-Dependence and Putative Network Function.”https://doi.org/10.3389/fncir.2013.00119__Frontiers in Neural Circuits. Frontiers Media, 2013.https://doi.org/10.3389/fncir.2013.00119 .
LibreCat: https://research-explorer.ista.ac.at/record/8030
DOI: 10.3389/fncir.2013.00119
PMID: 23882186

Hennequin, Guillaume, Tim P Vogels, and Wulfram Gerstner. “Non-Normal Amplification in Random Balanced Neuronal Networks.”https://doi.org/10.1103/physreve.86.011909__Physical Review E. American Physical Society, 2012.https://doi.org/10.1103/physreve.86.011909 .
LibreCat: https://research-explorer.ista.ac.at/record/8024
DOI: 10.1103/physreve.86.011909
PMID: 23005454

Woodruff, A. R., L. M. McGarry, Tim P Vogels, M. Inan, S. A. Anderson, and R. Yuste. “State-Dependent Function of Neocortical Chandelier Cells.”https://doi.org/10.1523/jneurosci.3894-11.2011__Journal of Neuroscience. Society for Neuroscience, 2011.https://doi.org/10.1523/jneurosci.3894-11.2011 .
LibreCat: https://research-explorer.ista.ac.at/record/8025
DOI: 10.1523/jneurosci.3894-11.2011
PMID: 22159102

Vogels, Tim P, H. Sprekeler, F. Zenke, C. Clopath, and W. Gerstner. “Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks.”https://doi.org/10.1126/science.1211095__Science. American Association for the Advancement of Science, 2011.https://doi.org/10.1126/science.1211095 .
LibreCat: https://research-explorer.ista.ac.at/record/8074
DOI: 10.1126/science.1211095
PMID: 22075724

Vogels, Tim P, and L F Abbott. “Gating Multiple Signals through Detailed Balance of Excitation and Inhibition in Spiking Networks.”https://doi.org/10.1038/nn.2276__Nature Neuroscience. Springer Nature, 2009.https://doi.org/10.1038/nn.2276 .
LibreCat: https://research-explorer.ista.ac.at/record/8026
DOI: 10.1038/nn.2276
PMID: 19305402

Vogels, Tim P, and L. Abbott. “Gating Deficits in Model Networks: A Path to Schizophrenia?”https://doi.org/10.1055/s-2007-992130__Pharmacopsychiatry. Thieme, 2007.https://doi.org/10.1055/s-2007-992130 .
LibreCat: https://research-explorer.ista.ac.at/record/8027
DOI: 10.1055/s-2007-992130
PMID: 18080946

Vogels, Tim P, and L. F. Abbott. “Signal Propagation and Logic Gating in Networks of Integrate-and-Fire Neurons.”https://doi.org/10.1523/jneurosci.3508-05.2005__Journal of Neuroscience. Society for Neuroscience, 2005.https://doi.org/10.1523/jneurosci.3508-05.2005 .
LibreCat: https://research-explorer.ista.ac.at/record/8028
DOI: 10.1523/jneurosci.3508-05.2005
PMID: 16291952

Vogels, Tim P, Kanaka Rajan, and L.F. Abbott. “Neural Network Dynamics.”https://doi.org/10.1146/annurev.neuro.28.061604.135637__Annual Review of Neuroscience. Annual Reviews, 2005.https://doi.org/10.1146/annurev.neuro.28.061604.135637 .
LibreCat: https://research-explorer.ista.ac.at/record/8029
DOI: 10.1146/annurev.neuro.28.061604.135637
PMID: 16022600