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- Spisak, T., & Friston, K. (2026). Self-orthogonalizing attractor neural networks emerging from the free energy principle. Neurocomputing, 682, 133472. 10.1016/j.neucom.2026.133472
- Spisak, T., Bingel, U., & Wager, T. D. (2023). Multivariate BWAS can be replicable with moderate sample sizes. Nature, 615(7951), E4–E7. 10.1038/s41586-023-05745-x
- Englert, R., Kincses, B., Kotikalapudi, R., Gallitto, G., Li, J., Hoffschlag, K., Woo, C.-W., Wager, T. D., Timmann, D., Bingel, U., & Spisak, T. (2026). Functional connectivity-based attractor dynamics of the human brain in rest, task, and disease. eLife, 13. 10.7554/elife.98725
- Spisak, T., Kincses, B., Schlitt, F., Zunhammer, M., Schmidt-Wilcke, T., Kincses, Z. T., & Bingel, U. (2020). Pain-free resting-state functional brain connectivity predicts individual pain sensitivity. Nature Communications, 11(1). 10.1038/s41467-019-13785-z
- Spisak, T. (2022). Statistical quantification of confounding bias in machine learning models. GigaScience, 11. 10.1093/gigascience/giac082
- Zunhammer, M., Spisák, T., Wager, T. D., Bingel, U., Atlas, L., Benedetti, F., Büchel, C., Choi, J. C., Colloca, L., Duzzi, D., Eippert, F., Ellingsen, D.-M., Elsenbruch, S., Geuter, S., Kaptchuk, T. J., Kessner, S. S., Kirsch, I., Kong, J., Lamm, C., … Zeidan, F. (2021). Meta-analysis of neural systems underlying placebo analgesia from individual participant fMRI data. Nature Communications, 12(1). 10.1038/s41467-021-21179-3
- Kotikalapudi, R., Kincses, B., Zunhammer, M., Schlitt, F., Asan, L., Schmidt-Wilcke, T., Kincses, Z. T., Bingel, U., & Spisak, T. (2023). Brain morphology predicts individual sensitivity to pain: a multicenter machine learning approach. Pain, 164(11), 2516–2527. 10.1097/j.pain.0000000000002958
- Kotikalapudi, R., Kincses, B., Gallitto, G., Englert, R., Hoffschlag, K., Li, J., Büchel, C., Bingel, U., & Spisak, T. (2025). On the replicability of diffusion weighted MRI-based brain-behavior models. Communications Biology, 8(1). 10.1038/s42003-025-09048-x
- Badrulhisham, F., Pogatzki-Zahn, E., Segelcke, D., Spisak, T., & Vollert, J. (2024). Machine learning and artificial intelligence in neuroscience: A primer for researchers. Brain, Behavior, and Immunity, 115, 470–479. 10.1016/j.bbi.2023.11.005
- Poldrack, R. A., Markiewicz, C. J., Appelhoff, S., Ashar, Y. K., Auer, T., Baillet, S., Bansal, S., Beltrachini, L., Benar, C. G., Bertazzoli, G., Bhogawar, S., Blair, R. W., Bortoletto, M., Boudreau, M., Brooks, T. L., Calhoun, V. D., Castelli, F. M., Clement, P., Cohen, A. L., … Gorgolewski, K. J. (2024). The past, present, and future of the brain imaging data structure (BIDS). Imaging Neuroscience, 2. 10.1162/imag_a_00103
- Li, J., Kincses, B., Schmidt, K., Forkmann, K., Busch, L., Kaur, J., Schlitt-Nguyen, F., Wiech, K., Bingel, U., & Spisak, T. (2026). Beyond pain: a brain-based biomarker predicts individual pain relief. 10.64898/2026.08.21.746216
- Gallitto, G., Englert, R., Kincses, B., Kotikalapudi, R., Li, J., Hoffschlag, K., Ali, S., Bingel, U., & Spisak, T. (2026). Reinforcement Learning via Brain Feedback for real-time fMRI-based adaptive stimulus generation. 10.64898/2026.08.08.743648
- Kincses, B., Pfaffenrot, V., Püchner, K., Spisak, T., Wiech, K., Koopmans, P., & Bingel, U. (2026). Layer-specific cortical processing dissociates sensory and cognitive influences on pain. 10.64898/2026.05.12.724526
- Schneider Penate, J. E., Gomes, C. A., Spisak, T., Genc, E., Merz, C. J., Wolf, O. T., Quick, H. H., Elsenbruch, S., Engler, H., Fraenz, C., Metzen, D., Ernst, T. M., Thieme, A., Batsikadze, G., Hagedorn, B., Timmann, D., Güntürkün, O., Axmacher, N., & Kumsta, R. (2025). Polygenic prediction of fear learning is mediated by brain connectivity. openRxiv. 10.1101/2025.03.12.25323754
- Spisak, T., Hartmann, H., Zunhammer, M., Kincses, B., Wiech, K., Wager, T. D., Bingel, U., Atlas, L., Benedetti, F., Büchel, C., Choi, J. C., Colloca, L., Duzzi, D., Eippert, F., Ellingsen, D.-M., Elsenbruch, S., Geuter, S., Kaptchuk, T. J., Kirsch, I., … Zeidan, F. (2026). Meta-analytic evidence for distinct neural correlates of conditioned versus verbally induced placebo analgesia. Nature Communications, 17(1). 10.1038/s41467-026-74743-0