Miguel Aguilera

According to our database, Miguel Aguilera authored at least 31 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Explosive neural networks via higher-order interactions in curved statistical manifolds.

Miguel Aguilera, Pablo A. Morales, Fernando E. Rosas, Hideaki Shimazaki

CoRR, 2024

Dynamical Mean-Field Theory of Self-Attention Neural Networks.

Ángel Poc-López, Miguel Aguilera

CoRR, 2024

2022

Spin Glass Systems as Collective Active Inference.

Conor Heins, Brennan Klein, Daphne Demekas, Miguel Aguilera, Christopher L. Buckley

Proceedings of the Active Inference - Third International Workshop, 2022

Knitting a Markov Blanket is Hard When You are Out-of-Equilibrium: Two Examples in Canonical Nonequilibrium Models.

Miguel Aguilera, Ángel Poc-López, Conor Heins, Christopher L. Buckley

Proceedings of the Active Inference - Third International Workshop, 2022

2021

Inference in Neural Networks Using Conditional Mean-Field Methods.

Ángel Poc-López, Miguel Aguilera

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

A Plausible Mechanism for Drosophila Larva Intermittent Behavior.

Panagiotis Sakagiannis, Miguel Aguilera, Martin Paul Nawrot

Proceedings of the Biomimetic and Biohybrid Systems - 9th International Conference, 2020

Measuring Autonomy for Life-Like AI.

Demyan Vakhrameev, Miguel Aguilera, Xabier E. Barandiaran, Manuel Glez Bedia

Proceedings of the 2020 Conference on Artificial Life, 2020

2019

Integrated information in the thermodynamic limit.

Miguel Aguilera, Ezequiel A. Di Paolo

Neural Networks, 2019

Scaling Behaviour and Critical Phase Transitions in Integrated Information Theory.

Miguel Aguilera

Entropy, 2019

Towards modelling social habits: an organismically inspired evolutionary robotics approach.

Manuel Glez Bedia, Manuel Heras-Escribano, Diego Cajal, Miguel Aguilera, Xabier E. Barandiaran

Proceedings of the 2019 Conference on Artificial Life, 2019

Quantifying affordances through information theory.

Miguel Aguilera, Iñigo Arandia-Romero, Manuel Heras-Escribano

Proceedings of the 2019 Conference on Artificial Life, 2019

2018

Exploring Criticality as a Generic Adaptive Mechanism.

Miguel Aguilera, Manuel Glez Bedia

Frontiers Neurorobotics, 2018

Rhythms of the Collective Brain: Metastable Synchronization and Cross-Scale Interactions in Connected Multitudes.

Miguel Aguilera

Complex., 2018

Integrated Information and Autonomy in the Thermodynamic Limit.

Miguel Aguilera, Ezequiel A. Di Paolo

Proceedings of the 2018 Conference on Artificial Life, 2018

Agency and Integrated Information in a Minimal Sensorimotor Model.

Miguel Aguilera, Carlos Alquézar, Manuel G. Bedia

Proceedings of the 2018 Conference on Artificial Life, 2018

2017

Adaptation to criticality through organizational invariance in embodied agents.

Miguel Aguilera, Manuel Glez Bedia

CoRR, 2017

Learning Criticality in an Embodied Boltzmann Machine.

Miguel Aguilera, Manuel Glez Bedia

CoRR, 2017

The statistical thermodynamics of active perception.

Tomás Gómez, Miguel Aguilera, Manuel Glez Bedia, Antoni Gomila

Proceedings of the Fourteenth European Conference Artificial Life, 2017

Criticality as it could be: Organizational invariance as self-organized criticality in embodied agents.

Miguel Aguilera, Manuel Glez Bedia

Proceedings of the Fourteenth European Conference Artificial Life, 2017

Signatures of criticality in a maximum entropy model of the C. elegans brain during free behaviour.

Miguel Aguilera, Carlos Alquezar-Baeta, Eduardo J. Izquierdo

Proceedings of the Fourteenth European Conference Artificial Life, 2017

2014

Intermittent Animal Behavior: The Adjustment-Deployment Dilemma.

Miguel Aguilera, Manuel Glez Bedia, Francisco J. Serón, Xabier E. Barandiaran

Artif. Life, 2014

Psychometric Tests in the Field of Drawing Based in Timing Measurements.

Carolina López, F. Lopez, Luis Fernando Castillo, Manuel González Bedia, Tomás Gómez, Miguel Aguilera

Proceedings of the Methodologies and Intelligent Systems for Technology Enhanced Learning, 2014

2013

The situated HKB model: how sensorimotor spatial coupling can alter oscillatory brain dynamics.

Miguel Aguilera, Manuel González Bedia, Bruno A. Santos, Xabier E. Barandiaran

Frontiers Comput. Neurosci., 2013

Analysis of Ultrastability in Small Dynamical Recurrent Neural Networks.

Eduardo J. Izquierdo, Miguel Aguilera, Randall D. Beer

Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Quantifying Political Self-Organization in Social Media. Fractal patterns in the Spanish 15M movement on Twitter.

Miguel Aguilera, Ignacio Morer, Xabier E. Barandiaran, Manuel González Bedia

Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

2012

Sensorimotor coordination and metastability in a situated HKB model.

Bruno A. Santos, Xabier E. Barandiaran, Philip Husbands, Miguel Aguilera, Manuel Glez Bedia

Connect. Sci., 2012

Grid Computing and CBR Deployment: Monitoring Principles for a Suitable Engagement.

Luis Fernando Castillo, Gustavo A. Isaza, Manuel Glez Bedia, Miguel Aguilera, Juan David Correa

Proceedings of the Distributed Computing and Artificial Intelligence, 2012

2011

The adjustment-deployment dilemma in organism's behaviour: Theoretical characterization and minimal model.

Miguel Aguilera, Manuel González Bedia, Xabier E. Barandiaran, Francisco J. Serón

Proceedings of the 2011 IEEE Symposium on Artificial Life, 2011

A Dynamical Characterization of Case-Based Reasoning Systems for Improving Its Performance in Highly Dynamic Environments.

Luis Fernando Castillo, Manuel González Bedia, Miguel Aguilera, Ana L. Uribe

Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2011

2006

An Information-Theoretic Approach to Georegistration of Digital Elevation Maps.

Miguel Aguilera, A. Ben Hamza

Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

Feature-Based Registration of Digital Elevation Data.

Miguel Aguilera, A. Ben Hamza

Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006