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Lead author

1. Mayner, W. G. P., Marshall, W., Tononi, G. (2025, October 4). Intrinsic Cause-Effect Power: The Tradeoff between Differentiation and Specification. arXiv: 2510.03881 [q-bio]. https://doi.org/10.48550/arXiv.2510.03881
2. Mayner, W. G. P., Juel, B. E., Tononi, G. (2024, December 31). Intrinsic Meaning, Perception, and Matching. arXiv: 2412.21111 [q-bio]. https://doi.org/10.48550/arXiv.2412.21111
3. Albantakis, L., Barbosa, L., Findlay, G., Grasso, M., Haun, A. M., Marshall, W., Mayner, W. G. P., Zaeemzadeh, A., Boly, M., Juel, B. E., Sasai, S., Fujii, K., David, I., Hendren, J., Lang, J. P., Tononi, G. (2023). Integrated Information Theory (IIT) 4.0: Formulating the Properties of Phenomenal Existence in Physical Terms. PLOS Computational Biology, 19(10), e1011465. https://doi.org/10.1371/journal.pcbi.1011465
4. Mayner, W. G. P., Marshall, W., Billeh, Y. N., Gandhi, S. R., Caldejon, S., Cho, A., Griffin, F., Hancock, N., Lambert, S., Lee, E. K., Luviano, J. A., Mace, K., Nayan, C., Nguyen, T. V., North, K., Seid, S., Williford, A., Cirelli, C., Groblewski, P. A., Lecoq, J., Tononi, G., Koch, C., Arkhipov, A. (2022). Measuring Stimulus-Evoked Neurophysiological Differentiation in Distinct Populations of Neurons in Mouse Visual Cortex. eNeuro, 9(1). https://doi.org/10.1523/ENEURO.0280-21.2021
5. Mayner, W. G. P., Marshall, W., Albantakis, L., Findlay, G., Marchman, R., Tononi, G. (2018). PyPhi: A Toolbox for Integrated Information Theory. PLoS computational biology, 14(7), e1006343. https://doi.org/10.1371/journal.pcbi.1006343

Co-author

1. Tononi, G., Albantakis, L., Barbosa, L., Boly, M., Cirelli, C., Comolatti, R., Ellia, F., Findlay, G., Casali, A. G., Grasso, M., Haun, A. M., Hendren, J., Hoel, E., Koch, C., Maier, A., Marshall, W., Massimini, M., Mayner, W. G., Oizumi, M., Szczotka, J., Tsuchiya, N., Zaeemzadeh, A. (2025). Consciousness or Pseudo-Consciousness? A Clash of Two Paradigms. Nat Neurosci, 28(4), 694–702. https://doi.org/10.1038/s41593-025-01880-y
2. Findlay, G., Marshall, W., Albantakis, L., David, I., Mayner, W. G., Koch, C., Tononi, G. (2025, March 3). Dissociating Artificial Intelligence from Artificial Consciousness. arXiv: 2412.04571 [cs]. https://doi.org/10.48550/arXiv.2412.04571
3. Bugnon, T., Mayner, W. G. P., Cirelli, C., Tononi, G. (2024). Sleep and Wake in a Model of the Thalamocortical System with Martinotti Cells. European Journal of Neuroscience, 59(4), 703–736. https://doi.org/10.1111/ejn.15836
4. Gandhi, S. R., Mayner, W. G. P., Marshall, W., Billeh, Y. N., Bennett, C., Gale, S. D., Mochizuki, C., Siegle, J. H., Olsen, S., Tononi, G., Koch, C., Arkhipov, A. (2023). A Survey of Neurophysiological Differentiation across Mouse Visual Brain Areas and Timescales. Front. Comput. Neurosci., 17. https://doi.org/10.3389/fncom.2023.1040629
5. Marshall, W., Grasso, M., Mayner, W. G. P., Zaeemzadeh, A., Barbosa, L. S., Chastain, E., Findlay, G., Sasai, S., Albantakis, L., Tononi, G. (2023). System Integrated Information. Entropy, 25(2), 334. https://doi.org/10.3390/e25020334
6. Tononi, G., Boly, M., Grasso, M., Hendren, J., Juel, B. E., Mayner, W. G., Marshall, W., Koch, C. (2022). IIT, Half Masked and Half Disfigured. Behavioral and Brain Sciences, 45(e60), 1–19. https://doi.org/10.1017/S0140525X21001990
7. Gomez, J. D., Mayner, W. G. P., Beheler-Amass, M., Tononi, G., Albantakis, L. (2021). Computing Integrated Information (Φ) in Discrete Dynamical Systems with Multi-Valued Elements. Entropy, 23(1), 6. https://doi.org/10.3390/e23010006
8. Findlay, G., Marshall, W., Albantakis, L., Mayner, W. G. P., Koch, C., Tononi, G. (2019). Dissociating Intelligence from Consciousness in Artificial Systems – Implications of Integrated Information Theory. Proceedings of the 2019 towards Conscious AI Systems Symposium, AAAI SSS19. https://ceur-ws.org/Vol-2287/short7.pdf

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