Recent preprints

  1. Poc-López A & Aguilera M (2024). Dynamical Mean-Field Theory of Self-Attention Neural Networks. arXiv preprint.
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Selected publications

  1. Aguilera M, Igarashi, M & Shimazaki, H (2023). Nonequilibrium thermodynamics of the asymmetric Sherrington-Kirkpatrick model. Nature Communications 14, 3685.
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  2. Aguilera, M, Millidge, B, Tschantz, A & Buckley, CL (2022). How particular is the physics of the free energy principle?. Physics of Life Reviews 40:24-50.
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  3. Aguilera, M, Moosavi, SA & Shimazaki H (2021). A unifying framework for mean-field theories of asymmetric kinetic Ising systems. Nature Communications 12, 1197.
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  4. Aguilera, M & Di Paolo, EA (2021). Critical integration in neural and cognitive systems: Beyond power-law scaling as the hallmark of soft assembly. Neuroscience & Biobehavioral Reviews 123.
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  5. Aguilera, M & Di Paolo, EA (2019). Integrated information in the thermodynamic limit. Neural Networks, Volume 114, pp 136-146.
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  6. Aguilera, M & Bedia, MG (2018). Adaptation to criticality through organizational invariance in embodied agents. Scientific Reports volume 8, Article number: 7723 (2018).
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