Deco, Gustavo
- Nonequilibrium physics of brain dynamics
2025/04/16 by Ramón Nartallo-Kaluarachchi, Morten L. Kringelbach, Nartallo-Kaluarachchi, Ramón +7 · 2 voices · 9 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Dynamical Systems (math.DS) #FOS: Biological sciences #FOS: Mathematics #FOS: Physical sciences #Neurons and Cognition (q-bio.NC) #Statistical Mechanics (cond-mat.stat-mech) #cond-mat.dis-nn #cond-mat.stat-mech #math.DS #q-bio.NC
- Violations of the fluctuation-dissipation theorem reveal distinct non-equilibrium dynamics of brain states
2023/04/14 by Gustavo Deco, Deco, Gustavo, Christopher D. Lynn +5 · 2 citations
Neuroscience · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Biological Physics (physics.bio-ph) #FOS: Biological sciences #FOS: Physical sciences #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Quantum Mechanics and Applications
- Generative embeddings of brain collective dynamics using variational\n autoencoders
2020/07/02 by Yonatan Sanz Perl, Perl, Yonatan Sanz, Hernán Boccacio +13 · 1 citation
Neuroscience · #FOS: Biological sciences #Functional Brain Connectivity Studies #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Neuroscience and Music Perception
- Information decomposition reveals hidden high-order contributions to temporal irreversibility
2023/08/10 by Luppi, Andrea I, Rosas, Fernando E., Deco, Gustavo +2 · 1 citation
#Data Analysis #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Mathematical Physics (math-ph) #Neurons and Cognition (q-bio.NC) #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)
- TVB C++: A Fast and Flexible Back-End for The Virtual Brain
2024/05/29 by Ignacio Martín, Martín, Ignacio, Gorka Zamora +13 · 1 citation
Computer Science · Engineering · Neuroscience · #Brain Tumor Detection and Classification #CCD and CMOS Imaging Sensors #FOS: Biological sciences #Neurons and Cognition (q-bio.NC) #Parallel Computing and Optimization Techniques