Currin, Christopher, Mercy Nyamewaa Asiedu , Chris Fourie, Benjamin Rosman, Houcemeddine Turki, Atnafu Lambebo Tonja, Jade Abbott, et al. “A Framework for Grassroots Research Collaboration in Machine Learning and Global Health.” In 1st Workshop on Machine Learning &; Global Health. OpenReview, 2023.
LibreCat: https://research-explorer.ista.ac.at/record/14993

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

Currin, Christopher, Sebastián Vallejo Vera, and Ali Khaledi-Nasab. “Depolarization of Echo Chambers by Random Dynamical Nudge.”https://doi.org/10.1038/s41598-022-12494-w__Scientific Reports. Springer Nature, 2022.https://doi.org/10.1038/s41598-022-12494-w .
LibreCat: https://research-explorer.ista.ac.at/record/12225
DOI: 10.1038/s41598-022-12494-w
WoS: 000805561200024
PMID: 35654942

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