Miguel Aguilera

35 papers C 6Misc 3Journal 15Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Inferring entropy production in many-body systems using nonequilibrium MaxEnt. CoRR Miguel Aguilera, Sosuke Ito, Artemy Kolchinsky
2024	J	`jnl`	Dynamical Mean-Field Theory of Self-Attention Neural Networks. CoRR Ángel Poc-López, Miguel Aguilera
2024	J	`jnl`	Explosive neural networks via higher-order interactions in curved statistical manifolds. CoRR Miguel Aguilera, Pablo A. Morales, Fernando E. Rosas, Hideaki Shimazaki
2022	—	`conf`	Knitting a Markov Blanket is Hard When You are Out-of-Equilibrium: Two Examples in Canonical Nonequilibrium Models. IWAI Miguel Aguilera, Ángel Poc-López, Conor Heins, Christopher L. Buckley
2022	—	`conf`	Spin Glass Systems as Collective Active Inference. IWAI Conor Heins, Brennan Klein, Daphne Demekas, Miguel Aguilera, Christopher L. Buckley
2022	J	`jnl`	Spin glass systems as collective active inference. CoRR Conor Heins, Brennan Klein, Daphne Demekas, Miguel Aguilera, Christopher Buckley
2021	—	`conf`	Inference in Neural Networks Using Conditional Mean-Field Methods. ICONIP (2) Ángel Poc-López, Miguel Aguilera
2020	—	`conf`	A Plausible Mechanism for Drosophila Larva Intermittent Behavior. Living Machines Panagiotis Sakagiannis, Miguel Aguilera, Martin Paul Nawrot
2020	C	`conf`	Measuring Autonomy for Life-Like AI. ALIFE Demyan Vakhrameev, Miguel Aguilera, Xabier E. Barandiaran, Manuel Glez Bedia
2019	J	`jnl`	Integrated information in the thermodynamic limit. Neural Networks Miguel Aguilera, Ezequiel A. Di Paolo
2019	C	`conf`	Quantifying affordances through information theory. ALIFE Miguel Aguilera, Iñigo Arandia-Romero, Manuel Heras-Escribano
2019	J	`jnl`	Scaling Behaviour and Critical Phase Transitions in Integrated Information Theory. Entropy Miguel Aguilera
2019	C	`conf`	Towards modelling social habits: an organismically inspired evolutionary robotics approach. ALIFE Manuel Glez Bedia, Manuel Heras-Escribano, Diego Cajal, Miguel Aguilera, Xabier E. Barandiaran
2018	C	`conf`	Agency and Integrated Information in a Minimal Sensorimotor Model. ALIFE Miguel Aguilera, Carlos Alquézar, Manuel G. Bedia
2018	J	`jnl`	Exploring Criticality as a Generic Adaptive Mechanism. Frontiers Neurorobotics Miguel Aguilera, Manuel Glez Bedia
2018	C	`conf`	Integrated Information and Autonomy in the Thermodynamic Limit. ALIFE Miguel Aguilera, Ezequiel A. Di Paolo
2018	J	`jnl`	Rhythms of the Collective Brain: Metastable Synchronization and Cross-Scale Interactions in Connected Multitudes. Complex. Miguel Aguilera
2017	J	`jnl`	Adaptation to criticality through organizational invariance in embodied agents. CoRR Miguel Aguilera, Manuel Glez Bedia
2017	J	`jnl`	Criticality as It Could Be: organizational invariance as self-organized criticality in embodied agents. CoRR Miguel Aguilera, Manuel Glez Bedia
2017	—	`conf`	Criticality as it could be: Organizational invariance as self-organized criticality in embodied agents. ECAL Miguel Aguilera, Manuel Glez Bedia
2017	J	`jnl`	Learning Criticality in an Embodied Boltzmann Machine. CoRR Miguel Aguilera, Manuel Glez Bedia
2017	—	`conf`	Signatures of criticality in a maximum entropy model of the C. elegans brain during free behaviour. ECAL Miguel Aguilera, Carlos Alquezar-Baeta, Eduardo J. Izquierdo
2017	—	`conf`	The statistical thermodynamics of active perception. ECAL Tomás Gómez, Miguel Aguilera, Manuel Glez Bedia, Antoni Gomila
2016	J	`jnl`	Rhythms of the collective brain: Metastable synchronization and cross-scale interactions in connected multitudes. CoRR Miguel Aguilera
2014	J	`jnl`	Intermittent Animal Behavior: The Adjustment-Deployment Dilemma. Artif. Life Miguel Aguilera, Manuel Glez Bedia, Francisco J. Serón, Xabier E. Barandiaran
2014	Misc	`conf`	Psychometric Tests in the Field of Drawing Based in Timing Measurements. MIS4TEL Carolina López, F. López, Luis Fernando Castillo, Manuel González Bedia, Tomás Gómez, Miguel Aguilera
2013	—	`conf`	Analysis of Ultrastability in Small Dynamical Recurrent Neural Networks. ECAL Eduardo J. Izquierdo, Miguel Aguilera, Randall D. Beer
2013	—	`conf`	Quantifying Political Self-Organization in Social Media. Fractal patterns in the Spanish 15M movement on Twitter. ECAL Miguel Aguilera, Ignacio Morer, Xabier E. Barandiaran, Manuel González Bedia
2013	J	`jnl`	The situated HKB model: how sensorimotor spatial coupling can alter oscillatory brain dynamics. Frontiers Comput. Neurosci. Miguel Aguilera, Manuel González Bedia, Bruno A. Santos, Xabier E. Barandiaran
2012	Misc	`conf`	Grid Computing and CBR Deployment: Monitoring Principles for a Suitable Engagement. DCAI Luis Fernando Castillo, Gustavo A. Isaza, Manuel Glez Bedia, Miguel Aguilera, Juan David Correa
2012	J	`jnl`	Sensorimotor coordination and metastability in a situated HKB model. Connect. Sci. Bruno A. Santos, Xabier E. Barandiaran, Philip Husbands, Miguel Aguilera, Manuel Glez Bedia
2011	Misc	`conf`	A Dynamical Characterization of Case-Based Reasoning Systems for Improving Its Performance in Highly Dynamic Environments. DCAI Luis Fernando Castillo, Manuel González Bedia, Miguel Aguilera, Ana L. Uribe
2011	C	`conf`	The adjustment-deployment dilemma in organism's behaviour: Theoretical characterization and minimal model. ALIFE Miguel Aguilera, Manuel González Bedia, Xabier E. Barandiaran, Francisco J. Serón
2006	—	`conf`	An Information-Theoretic Approach to Georegistration of Digital Elevation Maps. CRV Miguel Aguilera, A. Ben Hamza
2006	—	`conf`	Feature-Based Registration of Digital Elevation Data. CCECE Miguel Aguilera, A. Ben Hamza