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ORCIDMiguel Aguilera
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2020 – today
- 2024
[i7]Ángel Poc-López, Miguel Aguilera:
Dynamical Mean-Field Theory of Self-Attention Neural Networks. CoRR abs/2406.07247 (2024)- [i6]Miguel Aguilera, Pablo A. Morales, Fernando E. Rosas, Hideaki Shimazaki:
Explosive neural networks via higher-order interactions in curved statistical manifolds. CoRR abs/2408.02326 (2024) - 2022
- [c20]Miguel Aguilera, Ángel Poc-López
, Conor Heins, Christopher L. Buckley:
Knitting a Markov Blanket is Hard When You are Out-of-Equilibrium: Two Examples in Canonical Nonequilibrium Models. IWAI 2022: 65-74 - [c19]Conor Heins, Brennan Klein, Daphne Demekas, Miguel Aguilera, Christopher L. Buckley:
Spin Glass Systems as Collective Active Inference. IWAI 2022: 75-98 - [i5]Conor Heins, Brennan Klein, Daphne Demekas, Miguel Aguilera, Christopher Buckley:
Spin glass systems as collective active inference. CoRR abs/2207.06970 (2022) - 2021
- [c18]Ángel Poc-López, Miguel Aguilera:
Inference in Neural Networks Using Conditional Mean-Field Methods. ICONIP (2) 2021: 228-237 - 2020
- [c17]Demyan Vakhrameev, Miguel Aguilera, Xabier E. Barandiaran, Manuel Glez Bedia:
Measuring Autonomy for Life-Like AI. ALIFE 2020: 589-591 - [c16]Panagiotis Sakagiannis, Miguel Aguilera, Martin Paul Nawrot:
A Plausible Mechanism for Drosophila Larva Intermittent Behavior. Living Machines 2020: 288-299
2010 – 2019
- 2019
- [j7]Miguel Aguilera:
Scaling Behaviour and Critical Phase Transitions in Integrated Information Theory. Entropy 21(12): 1198 (2019) - [j6]Miguel Aguilera, Ezequiel A. Di Paolo:
Integrated information in the thermodynamic limit. Neural Networks 114: 136-146 (2019) - [c15]Miguel Aguilera, Iñigo Arandia-Romero, Manuel Heras-Escribano:
Quantifying affordances through information theory. ALIFE 2019: 32-39 - [c14]Manuel Glez Bedia, Manuel Heras-Escribano, Diego Cajal, Miguel Aguilera, Xabier E. Barandiaran:
Towards modelling social habits: an organismically inspired evolutionary robotics approach. ALIFE 2019: 341-348 - 2018
- [j5]Miguel Aguilera:
Rhythms of the Collective Brain: Metastable Synchronization and Cross-Scale Interactions in Connected Multitudes. Complex. 2018: 4212509:1-4212509:9 (2018) - [j4]Miguel Aguilera, Manuel Glez Bedia:
Exploring Criticality as a Generic Adaptive Mechanism. Frontiers Neurorobotics 12: 55 (2018) - [c13]Miguel Aguilera, Ezequiel A. Di Paolo:
Integrated Information and Autonomy in the Thermodynamic Limit. ALIFE 2018: 113-120 - [c12]Miguel Aguilera, Carlos Alquézar, Manuel G. Bedia:
Agency and Integrated Information in a Minimal Sensorimotor Model. ALIFE 2018: 396-403 - 2017
- [c11]Miguel Aguilera, Manuel Glez Bedia:
Criticality as it could be: Organizational invariance as self-organized criticality in embodied agents. ECAL 2017: 21-28 - [c10]Miguel Aguilera, Carlos Alquezar-Baeta, Eduardo J. Izquierdo:
Signatures of criticality in a maximum entropy model of the C. elegans brain during free behaviour. ECAL 2017: 29-35 - [c9]Tomás Gómez, Miguel Aguilera, Manuel Glez Bedia, Antoni Gomila:
The statistical thermodynamics of active perception. ECAL 2017: 505-512 - [i4]Miguel Aguilera, Manuel Glez Bedia:
Learning Criticality in an Embodied Boltzmann Machine. CoRR abs/1702.00614 (2017) - [i3]Miguel Aguilera, Manuel Glez Bedia:
Criticality as It Could Be: organizational invariance as self-organized criticality in embodied agents. CoRR abs/1704.05255 (2017) - [i2]Miguel Aguilera, Manuel Glez Bedia:
Adaptation to criticality through organizational invariance in embodied agents. CoRR abs/1712.05284 (2017) - 2016
- [i1]Miguel Aguilera:
Rhythms of the collective brain: Metastable synchronization and cross-scale interactions in connected multitudes. CoRR abs/1611.06831 (2016) - 2014
- [j3]Miguel Aguilera, Manuel Glez Bedia, Francisco J. Serón, Xabier E. Barandiaran:
Intermittent Animal Behavior: The Adjustment-Deployment Dilemma. Artif. Life 20(4): 471-489 (2014) - [c8]Carolina López, F. Lopez, Luis Fernando Castillo, Manuel González Bedia, Tomás Gómez, Miguel Aguilera:
Psychometric Tests in the Field of Drawing Based in Timing Measurements. MIS4TEL 2014: 101-108 - 2013
- [j2]Miguel Aguilera, Manuel González Bedia, Bruno A. Santos, Xabier E. Barandiaran:
The situated HKB model: how sensorimotor spatial coupling can alter oscillatory brain dynamics. Frontiers Comput. Neurosci. 7: 117 (2013) - [c7]Eduardo J. Izquierdo, Miguel Aguilera, Randall D. Beer:
Analysis of Ultrastability in Small Dynamical Recurrent Neural Networks. ECAL 2013: 51-58 - [c6]Miguel Aguilera, Ignacio Morer, Xabier E. Barandiaran, Manuel González Bedia:
Quantifying Political Self-Organization in Social Media. Fractal patterns in the Spanish 15M movement on Twitter. ECAL 2013: 395-402 - 2012
- [j1]Bruno A. Santos, Xabier E. Barandiaran, Philip Husbands, Miguel Aguilera, Manuel Glez Bedia:
Sensorimotor coordination and metastability in a situated HKB model. Connect. Sci. 24(4): 143-161 (2012) - [c5]Luis Fernando Castillo, Gustavo A. Isaza, Manuel Glez Bedia, Miguel Aguilera, Juan David Correa:
Grid Computing and CBR Deployment: Monitoring Principles for a Suitable Engagement. DCAI 2012: 355-361 - 2011
- [c4]Luis Fernando Castillo, Manuel González Bedia, Miguel Aguilera, Ana L. Uribe:
A Dynamical Characterization of Case-Based Reasoning Systems for Improving Its Performance in Highly Dynamic Environments. DCAI 2011: 281-289 - [c3]Miguel Aguilera, Manuel González Bedia, Xabier E. Barandiaran, Francisco J. Serón:
The adjustment-deployment dilemma in organism's behaviour: Theoretical characterization and minimal model. ALIFE 2011: 116-123
2000 – 2009
- 2006
- [c2]Miguel Aguilera, A. Ben Hamza:
Feature-Based Registration of Digital Elevation Data. CCECE 2006: 206-209 - [c1]Miguel Aguilera, A. Ben Hamza:
An Information-Theoretic Approach to Georegistration of Digital Elevation Maps. CRV 2006: 43
Coauthor Index
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