Publications

2023

BraiNets 2.0 (Brovelli, Daucé, Gilson, Giordano)

• Panda R, López-González A, Gilson M, Gosseries O, Thibaut A, Frasso G, Cecconi B, Escrichs A, GIGA group collaborators, Deco G, Laureys S, Zamora-López G, Annen J (2023) Posterior integration and thalamo-frontotemporal broadcasting are impaired in disorders of consciousness. Hum Brain Mapp, 44:11, 4352-4371

• Gilson M, Tagliazucchi E, Cofré R (2023) Entropy production of multivariate Ornstein-Uhlenbeck processes correlates with consciousness levels in the human brain. Phys Rev E 107: 024121

• Basanisi R, Marche K, Combrisson E, Apicella P, Brovelli (2023). Beta oscillations in monkey striatum encode reward prediction error signals. Journal of Neuroscience 43 (18), 3339-3352

• Giordano BL, Esposito M, Valente G, Formisano E (2023). Intermediate acoustic-to-semantic representations link behavioral and neural responses to natural sounds. Nature Neuroscience, 26:664–672

2022

BraiNets 1.0 (Brovelli, Daucé)

• Combrisson E, Basanisi R, Cordeiro VL, Ince RAA, Brovelli A (2022). Frites: A Python package for functional connectivity analysis and group-level statistics of neurophysiological data Journal of Open Source Software 7 (79), 3842

• Favaretto C, Allegra M, Deco G, Metcalf N, Griffis JC, Shulman GL, Brovelli A, Corbetta M (2022). Subcortical-cortical dynamical states of the human brain and their breakdown in stroke. Nature Communications, 13:5069

• Combrisson E, Allegra M, Basanisi R, Ince RAA, Giordano BL, Bastin J, Brovelli A (2022). Group-level inference of information-based measures for the analyses of cognitive brain networks from neurophysiological data. Neuroimage, 258:119347.

• Katrin Amunts et al (2022). The coming decade of digital brain research-A vision for neuroscience at the intersection of technology and computing. FZJ-2022-01628. Zenodo

2021

BraiNets 1.0 (Brovelli, Daucé)

• Allegra M, Favaretto C, Metcalf N, Corbetta M* , Brovelli A* (2021). Stroke-related alterations in inter-areal communication. NeuroImage: Clinical, 32(102812)

• Voutsa V, Battaglia D, Brovelli A, Costescu J, Munoz MD, Fath D, Funk A, Guirro M, Hein T, Kerschner C, Kimmich C, Lima V, Messe V, Parsons A, Perez J, Poeppl R, Prell R, Recinos R, Shi Y, Tiwari S, Turnbull S, Wainwright J, Waxenecker H, Huett MT (2021). Two classes of functional connectivity in dynamical processes in networks. Journal of the Royal Society Interface.

2020

BraiNets 1.0 (Brovelli, Daucé)

• Basanisi R, Brovelli A, Cartoni E, Baldassarre G (2020). A generative spiking neural-network model of goal-directed behaviour and one-step planning. PLoS Comput Biol, 16(12): e1007579

• Combrisson E, Nest T, Brovelli A, Ince R, Soto J, Guillot A, Jerbi K (2020). Tensorpac: an open-source Python toolbox for tensor-based phase-amplitude coupling measurement in electrophysiological brain signals. PLoS Comput Biol, 16(10):e1008302.

• Daucé E, Albiges P, Perrinet LU (2020). A dual foveal-peripheral visual processing model implements efficient saccade selection. Journal of Vision, 20(8):22

Book Chapters and Reviews

• Battaglia D, Brovelli A (2020). Functional connectivity and neuronal dynamics: insights from computational methods. In The Cognitive Neurosciences, Sixth Edition (The MIT Press) by David Poeppel (Editor), George R. Mangun (Editor), Michael S. Gazzaniga (Editor)

Conference Proceedings

• Dabane G, Perrinet L, Daucé E (2022). What You See Is What You Transform: Foveated Spatial Transformers as a bio-inspired attention mechanism. International Joint Conference on Neural Networks IJCNN

• Daucé E (2020). End-Effect Exploration Drive for Effective Motor Learning. Proc. of 1st International Workshop on Active Inference (IWAI 2020). ArXiv 2006.15960.

• Daucé E, Perrinet LU (2020). Visual search as active inference. Proc. of 1st International Workshop on Active Inference IWAI.