Patrick Krauß
Dr. rer. nat. Patrick Krauß
Publications
2023
- Stöwer, P., Schilling, A., Maier, A., & Krauß, P. (2023). Neural network based formation of cognitive maps of semantic spaces and the putative emergence of abstract concepts. Scientific Reports. https://dx.doi.org/10.1038/s41598-023-30307-6
URL: https://www.nature.com/articles/s41598-023-30307-6
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2022
- Metzner, C., & Krauß, P. (2022). Dynamics and Information Import in Recurrent Neural Networks. Frontiers in Computational Neuroscience, 16. https://dx.doi.org/10.3389/fncom.2022.876315
BibTeX: Download - Schilling, A., Gerum, R., Metzner, C., Maier, A., & Krauß, P. (2022). Intrinsic Noise Improves Speech Recognition in a Computational Model of the Auditory Pathway. Frontiers in Neuroscience, 16. https://dx.doi.org/10.3389/fnins.2022.908330
BibTeX: Download - Schilling, A., & Krauß, P. (2022). Tinnitus is associated with improved cognitive performance and speech perception-Can stochastic resonance explain? Frontiers in Aging Neuroscience, 14. https://dx.doi.org/10.3389/fnagi.2022.1073149
BibTeX: Download - Stöwer, P., Krauß, P., & Maier, A. (2022). Neural network based successor representations to form cognitive maps. Poster presentation at Bernstein Conference, Berlin.
BibTeX: Download - Stöwer, P., Schliecker, C., Schilling, A., Metzner, C., Maier, A., & Krauß, P. (2022). Neural network based successor representations to form cognitive maps of space and language. Scientific Reports. https://dx.doi.org/10.1038/s41598-022-14916-1
URL: https://www.nature.com/articles/s41598-022-14916-1
BibTeX: Download - Tziridis, K., Brunner, S., Schilling, A., Krauß, P., & Schulze, H. (2022). Spectrally Matched Near-Threshold Noise for Subjective Tinnitus Loudness Attenuation Based on Stochastic Resonance. Frontiers in Neuroscience, 16. https://dx.doi.org/10.3389/fnins.2022.831581
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2021
- Boensel, F., Krauß, P., Metzner, C., & Yamakou, M. (2021). Control of noise-induced coherent oscillations in three-neuron motifs. Cognitive Neurodynamics. https://dx.doi.org/10.1007/s11571-021-09770-2
BibTeX: Download - Jeschke, M., Happel, M.F., Tziridis, K., Krauß, P., Schilling, A., Schulze, H., & Ohl, F.W. (2021). Acute and Long-Term Circuit-Level Effects in the Auditory Cortex After Sound Trauma. Frontiers in Neuroscience, 14. https://dx.doi.org/10.3389/fnins.2020.598406
BibTeX: Download - Krauß, P., Metzner, C., Joshi, N., Schulze, H., Traxdorf, M., Maier, A., & Schilling, A. (2021). Analysis and visualization of sleep stages based on deep neural networks. Neurobiology of Sleep and Circadian Rhythms, 10. https://dx.doi.org/10.1016/j.nbscr.2021.100064
BibTeX: Download - Krauß, P., & Tziridis, K. (2021). Simulated transient hearing loss improves auditory sensitivity. Scientific Reports, 11(1). https://dx.doi.org/10.1038/s41598-021-94429-5
BibTeX: Download - Metzner, C., Schilling, A., Traxdorf, M., Schulze, H., & Krauß, P. (2021). Sleep as a random walk: a super-statistical analysis of EEG data across sleep stages. Communications Biology, 4(1). https://dx.doi.org/10.1038/s42003-021-02912-6
BibTeX: Download - Schilling, A., Tziridis, K., Schulze, H., & Krauß, P. (2021). The stochastic resonance model of auditory perception: A unified explanation of tinnitus development, Zwicker tone illusion, and residual inhibition. In Progress in Brain Research. Elsevier B.V..
BibTeX: Download - Stöwer, P., Krauß, P., & Maier, A. (2021). The Hippocampus learns a language model with the help of the Successor Representation. Poster presentation at Montreal AI & Neuroscience 2021, Montreal.
BibTeX: Download - Tziridis, K., Forster, J., Buchheidt-Dörfler, I., Krauß, P., Schilling, A., Wendler, O.,... Schulze, H. (2021). Tinnitus development is associated with synaptopathy of inner hair cells in Mongolian gerbils. European Journal of Neuroscience. https://dx.doi.org/10.1111/ejn.15334
BibTeX: Download - Yang, Z., Schilling, A., Maier, A., & Krauß, P. (2021). Neural Networks with Fixed Binary Random Projections Improve Accuracy in Classifying Noisy Data. In Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (Eds.), Informatik aktuell (pp. 211-216). Regensburg, DE: Springer Science and Business Media Deutschland GmbH.
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2020
- Gerum, R., Erpenbeck, A., Krauß, P., & Schilling, A. (2020). Sparsity through evolutionary pruning prevents neuronal networks from overfitting. Neural Networks, 128, 305-312. https://dx.doi.org/10.1016/j.neunet.2020.05.007
BibTeX: Download - Knipper, M., van Dijk, P., Schulze, H., Mazurek, B., Krauß, P., Scheper, V.,... Rüttiger, L. (2020). The Neural Bases of Tinnitus: Lessons from Deafness and Cochlear Implants. The Journal of Neuroscience, 40(38), 7190-7202. https://dx.doi.org/10.1523/JNEUROSCI.1314-19.2020
BibTeX: Download - Krauß, P., & Maier, A. (2020). Will We Ever Have Conscious Machines? Frontiers in Computational Neuroscience, 14. https://dx.doi.org/10.3389/fncom.2020.556544
BibTeX: Download - Schilling, A., Krauß, P., Hannemann, R., Schulze, H., & Tziridis, K. (2020). Reduktion der Tinnituslautstärke: Pilotstudie zur Abschwächung von tonalem Tinnitus mit schwellennahem, individuell spektral optimiertem Rauschen. HNO. https://dx.doi.org/10.1007/s00106-020-00963-5
BibTeX: Download - Schilling, A., Tomasello, R., Henningsen-Schomers, M.R., Zankl, A., Surendra, K., Haller, M.,... Krauß, P. (2020). Analysis of continuous neuronal activity evoked by natural speech with computational corpus linguistics methods. Language, Cognition and Neuroscience. https://dx.doi.org/10.1080/23273798.2020.1803375
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2019
- Dierich, M., Hartmann, S., Dietrich, N., Möser, P., Brede, F., Johnson Chacko, L.,... Huth, T. (2019). β-Secretase BACE1 Is Required for Normal Cochlear Function. The Journal of Neuroscience, 39(45), 9013-9027. https://dx.doi.org/10.1523/JNEUROSCI.0028-19.2019
BibTeX: Download - Gerum, R., Rahlfs, H., Streb, M., Krauß, P., Grimm, J., Metzner, C.,... Schilling, A. (2019). Open(G)PIAS: An open-source solution for the construction of a high-precision acoustic startle response setup for tinnitus screening and threshold estimation in rodents. Frontiers in Behavioral Neuroscience, 13. https://dx.doi.org/10.3389/fnbeh.2019.00140
BibTeX: Download - Krauß, P., Prebeck, K., Schilling, A., & Metzner, C. (2019). "Recurrence Resonance" in Three-Neuron Motifs. Frontiers in Computational Neuroscience, 13. https://dx.doi.org/10.3389/fncom.2019.00064
BibTeX: Download - Krauß, P., Schilling, A., Tziridis, K., & Schulze, H. (2019). Models of tinnitus development. From cochlea to cortex. HNO, 67(3), 172-177. https://dx.doi.org/10.1007/s00106-019-0612-z
BibTeX: Download - Krauß, P., Schuster, M., Dietrich, V., Schilling, A., Schulze, H., & Metzner, C. (2019). Weight statistics controls dynamics in recurrent neural networks. PLoS ONE, 14(4). https://dx.doi.org/10.1371/journal.pone.0214541
BibTeX: Download - Krauß, P., Zankl, A., Schilling, A., Schulze, H., & Metzner, C. (2019). Analysis of Structure and Dynamics in Three-Neuron Motifs. Frontiers in Computational Neuroscience, 13. https://dx.doi.org/10.3389/fncom.2019.00005
BibTeX: Download - Schilling, A., Gerum, R., Krauß, P., Metzner, C., Tziridis, K., & Schulze, H. (2019). Objective estimation of sensory thresholds based on neurophysiological parameters. Frontiers in Neuroscience, 13(MAY). https://dx.doi.org/10.3389/fnins.2019.00481
BibTeX: Download - Schilling, A., Gerum, R., Krauß, P., Metzner, C., Tziridis, K., & Schulze, H. (2019). Objective estimation of sensory thresholds based on neurophysiological parameters. Frontiers in Neuroscience.
BibTeX: Download - Traxdorf, M., Krauß, P., Schilling, A., Schulze, H., & Tziridis, K. (2019). Microstructure of cortical activity during sleep reflects respiratory events and state of daytime vigilance. Somnologie, 23(2), 72-79. https://dx.doi.org/10.1007/s11818-019-0201-0
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2018
- Krauß, P., Metzner, C., Schilling, A., Tziridis, K., Traxdorf, M., Wollbrink, A.,... Schulze, H. (2018). A statistical method for analyzing and comparing spatiotemporal cortical activation patterns. Scientific Reports, 8. https://dx.doi.org/10.1038/s41598-018-23765-w
BibTeX: Download - Krauß, P., Schilling, A., Bauer, J., Tziridis, K., Metzner, C., Schulze, H., & Traxdorf, M. (2018). Analysis of Multichannel EEG Patterns During Human Sleep: A Novel Approach. Frontiers in Human Neuroscience, 12. https://dx.doi.org/10.3389/fnhum.2018.00121
BibTeX: Download - Krauß, P., Tziridis, K., Schilling, A., & Schulze, H. (2018). Cross-modal stochastic resonance as a universal principle to enhance sensory processing. Frontiers in Neuroscience.
BibTeX: Download - Krauß, P., Tziridis, K., Schilling, A., & Schulze, H. (2018). Cross-Modal Stochastic Resonance as a Universal Principle to Enhance Sensory Processing. Frontiers in Neuroscience, 12. https://dx.doi.org/10.3389/fnins.2018.00578
BibTeX: Download - Metzner, C., Lange, J., Krauß, P., Wunderling, N., Übelacker, J., Martin, F., & Fabry, B. (2018). Pressure-driven collective growth mechanism of planar cell colonies. Journal of Physics D-Applied Physics.
BibTeX: Download - Metzner, C., Lange, J., Krauß, P., Wunderling, N., Übelacker, J., Martin, F., & Fabry, B. (2018). Pressure-driven collective growth mechanism of planar cell colonies. Journal of Physics D: Applied Physics, 51(30). https://dx.doi.org/10.1088/1361-6463/aace4c
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2017
- Gollnast, D., Tziridis, K., Krauß, P., Schilling, A., Hoppe, U., & Schulze, H. (2017). Analysis of Audiometric Differences of Patients with and without Tinnitus in a Large Clinical Database. Frontiers in Neurology, 8. https://dx.doi.org/10.3389/fneur.2017.00031
BibTeX: Download - Krauß, P., Metzner, C., Schilling, A., Schütz, C., Tziridis, K., Fabry, B., & Schulze, H. (2017). Adaptive stochastic resonance for unknown and variable input signals. Scientific Reports, 7(1), 2450. https://dx.doi.org/10.1038/s41598-017-02644-w
BibTeX: Download - Krauß, P., Schulze, H., & Metzner, C. (2017). A Chemical Reaction Network to Generate Random, Power-Law-Distributed Time Intervals. Artificial Life, 23(4), 518-527. https://dx.doi.org/10.1162/ARTL_a_00245
BibTeX: Download - Schilling, A., Krauß, P., Gerum, R., Metzner, C., Tziridis, K., & Schulze, H. (2017). A New Statistical Approach for the Evaluation of Gap-prepulse Inhibition of the Acoustic Startle Reflex (GPIAS) for Tinnitus Assessment. Frontiers in Behavioral Neuroscience, 11. https://dx.doi.org/10.3389/fnbeh.2017.00198
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2016
- Krauß, P., Tziridis, K., Buerbank, S., Schilling, A., & Schulze, H. (2016). Therapeutic Value of Ginkgo biloba Extract EGb 761® in an Animal Model (Meriones unguiculatus) for Noise Trauma Induced Hearing Loss and Tinnitus. PLoS ONE, 11(6), e0157574. https://dx.doi.org/10.1371/journal.pone.0157574
BibTeX: Download - Krauß, P., Tziridis, K., Metzner, C., Schilling, A., Hoppe, U., & Schulze, H. (2016). Stochastic Resonance Controlled Upregulation of Internal Noise after Hearing Loss as a Putative Cause of Tinnitus-Related Neuronal Hyperactivity. Frontiers in Neuroscience, 10. https://dx.doi.org/10.3389/fnins.2016.00597
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2013
- Lang, N., Münster, S., Metzner, C., Krauß, P., Schürmann, S., Lange, J.,... Fabry, B. (2013). Estimating the 3D pore size distribution of biopolymer networks from directionally biased data. Biophysical Journal, 105(9), 1967-75. https://dx.doi.org/10.1016/j.bpj.2013.09.038
URL: http://www.sciencedirect.com/science/article/pii/S0006349513010862
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2011
- Metzner, C., Krauß, P., & Fabry, B. (2011). Poresizes in random line networks. arXiv.
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