Our work on the modeling of global conscious states using generative autoencoders ("Generative embeddings of brain collective dynamics using variational autoencoders", Perl et al.) was featured in the cover of the journal Physical Review Letters
Our work "Neural and subjective effects of inhaled DMT in natural settings" was accepted for publication in Journal of Psychopharmacology.
Our manuscript "The entropic tongue: Disorganization of natural language under LSD" was just accepted for publication in Consciousness and Cognition.
We lead a large collaborative grant to understand how isolation can impact on several behavioral and psychological measures in the long-term.
Our work has been featured in venues such as Neuron, PNAS, Science Advances, Nature Communications, Current Biology, Physical Review Letters, among others.
Here we list only recent publications with data or code available for download:
Neural and subjective effects of inhaled DMT in natural settings. Pallavicini, C., Cavanna, F., Zamberlan, F., de la Fuente, L. A., Arias, M., Romero, M. C., ... & Tagliazucchi, E. Journal of Psychopharmacology [DATA]
Modeling the relationship between regional activation and functional connectivity during wakefulness and sleep. Ipiña, I. P., Perl, Y. S., Kringelbach, M. L., Kehoe, P. D., Deco, G., Laufs, H., & Tagliazucchi, E. Neuroimage [CODE]
The avalanche-like behaviour of large-scale hemodynamic activity from wakefulness to deep sleep. Bocaccio, H., Pallavicini, C., Castro, M. N., Sánchez, S. M., De Pino G., Laufs, H., Villarreal, M. F., Tagliazucchi, E. . Journal of the Royal Society Interface [DATA] [CODE]
Relationship among subjective responses, flavor, and chemical composition across more than 800 commercial cannabis varieties. Alethia de la Fuente, Federico Zamberlan, Andrés Sánchez Ferrán, Facundo Carrillo, Enzo Tagliazucchi, Carla Pallavicini. Journal of Cannabis Research [DATA]