computational neurophenomenology
Over the past decade, computational models have become increasingly powerful in explaining neurobiological processes and how these enable the emergence of complex cognition. My research seeks to extend these models to deepen our understanding of the emergence of phenomenological content and consciousness itself. I am currently advancing a new framework called computational neurophenomenology, which integrates insights from empirical cognitive neuroscience, theoretical neurobiology, computational modeling, and philosophy. My work employs advanced techniques such as fMRI, EEG, and computational modeling to bridge the gap between brain activity and subjective experience.
To foster collaboration in this emerging field, I organized a workshop at the Lorentz Center, bringing together leaders such as Karl Friston, Anil Seth, Jakob Hohwy, and others to explore this theme. I am also editing a special issue on computational neurophenomenology for the journal Neuroscience of Consciousness, which will showcase cutting-edge research in this area.
the neuroscience of jhana meditation
Jhana meditation represents a unique and profound set of states achieved through deep concentration. My research focuses on the neurophysiological mechanisms underlying these states, working with expert Jhana practitioners in North America, Myanmar, Thailand, and India. Using fMRI, EEG, and computational modeling, I aim to develop a comprehensive neuro-computational model that elucidates how these states emerge, their underlying mechanisms, and their impact on other cognitive functions.
intersubjectivity: relationships qithin and between Minds
Human interactions provide a mirror through which we can better understand ourselves. Much of our identity is shaped by social and cultural embedding, as well as by our interactions with others. My research on intersubjectivity examines how dynamics between bodies and minds emerge in contexts such as collective prayer, meditating with others, and group psychedelic experiences. I am particularly interested in how the physical meetings of bodies relate to imaginative encounters with other minds and how these interactions shape individual and collective consciousness.
selected publications
for a comprehensive list of my publications, please visit my Google Scholar profile.
- Ramstead, M. J., Seth, A. K., Hesp, C., Sandved-Smith, L., Mago, J., Lifshitz, M., … & Constant, A. (2022). From generative models to generative passages: A computational approach to (neuro) phenomenology. Review of Philosophy and Psychology, 13(4), 829-857.
- Hipólito, I., Mago, J., Rosas, F., & Carhart-Harris, R. (2023). Pattern breaking: a complex systems approach to psychedelic medicine. Neuroscience of Consciousness, 2023(1), niad017.
- Miller, M., Albarracin, M., Pitliya, R. J., Kiefer, A., Mago, J., Gorman, C., Friston, K. J., & Ramstead, M. J. (2022). Resilience and active inference. Frontiers in Psychology, 13, 1059117.
- Deane, G., Mago, J., Fotopoulou, A., Sacchet, M., Carhart-Harris, R., & Ramstead, M. J. (2024). The computational unconscious: Adaptive narrative control, psychopathology, and subjective well-being. Frontiers in Psychology, 15, 3.
- Mago, J., Chandaria, S., Miller, M., & Laukkonen, R. E. (2024). Pure awareness, entropy, and the foundation of perception. OSF Preprints.
- Mago, J., Deane, G., Sandvedth-Smith, L., Timmermann, C., Carhart-Harris, R., Ramstead, M., & Lifshitz, M. (submitted). Computational Spirits: A Neuroscientific Account of Psychedelic Entity Encounters.