Publications of Richard Gast

Journal Article (8)

2021
Journal Article
Gast, R.; Knösche, T. R.; Schmidt, H.: Mean-field approximations of networks of spiking neurons with short-term synaptic plasticity. Physical Review E 104 (4-1), 044310 (2021)
Journal Article
Gast, R.; Gong, R.; Schmidt, H.; Meijer, H. G.E.; Knösche, T. R.: On the role of arkypallidal and prototypical neurons for phase transitions in the external pallidum. The Journal of Neuroscience 41 (31), pp. 6673 - 6683 (2021)
Journal Article
Gong, R.; Wegscheider, M.; Mühlberg, C.; Gast, R.; Fricke, C.; Rumpf, J.-J.; Nikulin, V. V.; Knösche, T. R.; Classen, J.: Spatiotemporal features of β-γ phase-amplitude coupling in Parkinson’s disease derived from scalp EEG. Brain 144 (2), pp. 487 - 503 (2021)
2020
Journal Article
Gast, R.; Schmidt, H.; Knösche, T. R.: A mean-field description of bursting dynamics in spiking neural networks with short-term adaptation. Neural Computation 32 (9), pp. 1615 - 1634 (2020)
Journal Article
Weise, K.; Poßner, L.; Müller, E.; Gast, R.; Knösche, T. R.: Pygpc: A sensitivity and uncertainty analysis toolbox for Python. SoftwareX 11, 100450 (2020)
2019
Journal Article
Finger, H.; Gast, R.; Gerloff, C.; Engel, A. K.; König, P.: Probing neural networks for dynamic switches of communication pathways. PLoS Computational Biology 15 (12), e1007551 (2019)
Journal Article
Gast, R.; Rose, D.; Möller, H. E.; Weiskopf, N.; Knösche, T. R.: PyRates - A Python framework for rate-based neural simulations. PLOS One 14 (12), e0225900 (2019)
2018
Journal Article
Sütfeld, L. R.; Gast, R.; König, P.; Pipa, G.: Response: Commentary: Using virtual reality to assess ethical decisions in road traffic scenarios: Applicability of value-of-life-based models and influences of time pressure. Frontiers in Behavioral Neuroscience 12, 128 (2018)

Meeting Abstract (2)

2021
Meeting Abstract
Gast, R.; Gong, R.; Schmidt, H.; Meijer, H. G. E.; Knösche, T. R.: On the role of arkypallidal and prototypical neurons for neural synchronization in the basal ganglia. In Journal of Computational Neuroscience, 49 (Suppl. 1), O14. Kluwer Academic Publishers, Boston (2021)
2020
Meeting Abstract
Chien, V. S. C.; Gast, R.; Maess, B.; Knösche, T. R.: Representing predictability of sequence patterns in a random network with short-term plasticity. In BMC Neuroscience, 21 (Suppl. 1), P101. BioMed Central (2020)

Talk (5)

2021
Talk
Gast, R.: Low-dimensional dynamics of spiking neural networks with short-term plasticity. 30th Annual Computational Neuroscience Meeting (CNS), Virtual (2021)
Talk
Gast, R.: On the role of arkypallidal and prototypical neurons for neural synchronization in the basal ganglia. 30th Annual Computational Neuroscience Meeting (CNS), Virtual (2021)
2020
Talk
Gast, R.: Approaches to mean-field modeling of neural dynamics: A practical introduction via the neural modeling tool PyRates. 9th International Summer School in Biomedical Engineering, Erfurt, Germany (2020)
Talk
Gast, R.: Bursting dynamics in spiking neural networks. Dynamics Days Digital 2020, Virtual (2020)
2019
Talk
Gast, R.; Weise, K.; Rose, D.; Knösche, T. R.: Design and sensitivity analysis of neural models (using PyRates and pygpc). 28th Annual Computational Neuroscience Meeting (CNS), Barcelona, Spain (2019)

Poster (9)

2021
Poster
Gast, R.; Gong, R.; Schmidt, H.; Meijer, H. G. E.; Knösche, T. R.: On the role of arkypallidal and prototypical neurons for neural synchronization in the basal ganglia. 30th Annual Computational Neuroscience Meeting (CNS), Virtual (2021)
2020
Poster
Gong, R.; Wegscheider, M.; Mühlberg, C.; Gast, R.; Fricke, C.; Rumpf, J.-J.; Nikulin, V. V.; Knösche, T. R.; Classen, J.: Increased phase-amplitude coupling in Parkinson’s disease: Evidence from source localized electroencephalography. 7th International Conference on Non-invasive Brain Stimulation, Virtual (2020)
Poster
Gast, R.; Schmidt, H.; Knösche, T. R.: Dynamic regimes of spiking neural networks with short-term adaptation: Phase transitions of low-dimensional manifolds between asynchronous, synchronized and chaotic regimes. Bernstein Conference 2020, Virtual (2020)
Poster
Chien, V. S. C.; Gast, R.; Maess, B.; Knösche, T. R.: Representing predictability of sequence patterns in a random network with short-term plasticity. 29th Annual Computational Neuroscience Meeting (CNS), Virtual (2020)
Poster
Gast, R.; Schmidt, H.; Knösche, T. R.: The role of pallidal heterogeneity for oscillations inside the basal ganglia. 2020 International Conference on Mathematical Neuroscience, Virtual (2020)
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