Miguel Aguilera

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 22

Top Topics

Embodied Agents

Jensen Shannon Divergence

Maximum Entropy Model

Top Venues

Publications

Ángel Poc-López, Miguel Aguilera
Dynamical Mean-Field Theory of Self-Attention Neural Networks. CoRR (2024)
Conor Heins, Brennan Klein, Daphne Demekas, Miguel Aguilera, Christopher Buckley
Spin glass systems as collective active inference. CoRR (2022)
Conor Heins, Brennan Klein, Daphne Demekas, Miguel Aguilera, Christopher L. Buckley
Spin Glass Systems as Collective Active Inference. IWAI (2022)
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)
Ángel Poc-López, Miguel Aguilera
Inference in Neural Networks Using Conditional Mean-Field Methods. ICONIP (2) (2021)
Demyan Vakhrameev, Miguel Aguilera, Xabier E. Barandiaran, Manuel Glez Bedia
Measuring Autonomy for Life-Like AI. ALIFE (2020)
Panagiotis Sakagiannis, Miguel Aguilera, Martin Paul Nawrot
A Plausible Mechanism for Drosophila Larva Intermittent Behavior. Living Machines (2020)
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)
Miguel Aguilera
Scaling Behaviour and Critical Phase Transitions in Integrated Information Theory. Entropy 21 (12) (2019)
Miguel Aguilera, Ezequiel A. Di Paolo
Integrated information in the thermodynamic limit. Neural Networks 114 (2019)
Miguel Aguilera, Iñigo Arandia-Romero, Manuel Heras-Escribano
Quantifying affordances through information theory. ALIFE (2019)
Miguel Aguilera
Rhythms of the Collective Brain: Metastable Synchronization and Cross-Scale Interactions in Connected Multitudes. Complex. 2018 (2018)
Miguel Aguilera, Ezequiel A. Di Paolo
Integrated Information and Autonomy in the Thermodynamic Limit. ALIFE (2018)
Miguel Aguilera, Manuel Glez Bedia
Exploring Criticality as a Generic Adaptive Mechanism. Frontiers Neurorobotics 12 (2018)
Miguel Aguilera, Carlos Alquézar, Manuel G. Bedia
Agency and Integrated Information in a Minimal Sensorimotor Model. ALIFE (2018)
Miguel Aguilera, Manuel Glez Bedia
Criticality as it could be: Organizational invariance as self-organized criticality in embodied agents. ECAL (2017)
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)
Miguel Aguilera, Manuel Glez Bedia
Learning Criticality in an Embodied Boltzmann Machine. CoRR (2017)
Tomás Gómez, Miguel Aguilera, Manuel Glez Bedia, Antoni Gomila
The statistical thermodynamics of active perception. ECAL (2017)
Miguel Aguilera, Manuel Glez Bedia
Adaptation to criticality through organizational invariance in embodied agents. CoRR (2017)
Miguel Aguilera, Manuel Glez Bedia
Criticality as It Could Be: organizational invariance as self-organized criticality in embodied agents. CoRR (2017)
Miguel Aguilera
Rhythms of the collective brain: Metastable synchronization and cross-scale interactions in connected multitudes. CoRR (2016)
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)
Miguel Aguilera, Manuel Glez Bedia, Francisco J. Serón, Xabier E. Barandiaran
Intermittent Animal Behavior: The Adjustment-Deployment Dilemma. Artif. Life 20 (4) (2014)
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)
Eduardo J. Izquierdo, Miguel Aguilera, Randall D. Beer
Analysis of Ultrastability in Small Dynamical Recurrent Neural Networks. ECAL (2013)
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 (2013)
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) (2012)
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)
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)
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)
Miguel Aguilera, A. Ben Hamza
Feature-Based Registration of Digital Elevation Data. CCECE (2006)
Miguel Aguilera, A. Ben Hamza
An Information-Theoretic Approach to Georegistration of Digital Elevation Maps. CRV (2006)