A Model for Foraging Ants, Controlled by Spiking Neural Networks and Double Pheromones. - Cristian Jimenez-Romero; David Sousa-Rodrigues; Jeffrey H. Johnson; Vitorino Ramos (CoRR, 2015)

Designing Behaviour in Bio-inspired Robots Using Associative Topologies of Spiking-Neural-Networks. - Cristian Jimenez-Romero; David Sousa-Rodrigues; Jeffrey H. Johnson (EAI Endorsed Trans. Collab. Comput., 2016)

SpikingLab: modelling agents controlled by Spiking Neural Networks in Netlogo. - Cristian Jimenez-Romero; Jeffrey H. Johnson (Neural Comput. Appl., 2017)

A heterosynaptic spiking neural system for the development of autonomous agents. - Cristian Jimenez-Romero (2017)

Exploring hyper-parameter spaces of neuroscience models on high performance computers with Learning to Learn. - Alper Yegenoglu; Anand Subramoney; Thorsten Hater; Cristian Jimenez-Romero; Wouter Klijn; Aaron Perez Martin; Michiel van der Vlag; Michael Herty; Abigail Morrison; Sandra Diaz-Pier (CoRR, 2022)

Emergent communication enhances foraging behaviour in evolved swarms controlled by Spiking Neural Networks. - Cristian Jimenez-Romero; Alper Yegenoglu; Aarón Pérez Martín; Sandra Diaz-Pier; Abigail Morrison (CoRR, 2022)

Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn. - Alper Yegenoglu; Anand Subramoney; Thorsten Hater; Cristian Jimenez-Romero; Wouter Klijn; Aaron Perez Martin; Michiel van der Vlag; Michael Herty; Abigail Morrison; Sandra Diaz-Pier (Frontiers Comput. Neurosci., 2022)

Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure. - Benedikt Feldotto; Jochen Martin Eppler; Cristian Jimenez-Romero; Christopher Bignamini; Carlos Enrique Gutierrez; Ugo Albanese; Eloy Retamino; Viktor Vorobev; Vahid Zolfaghari; Alex Upton; Zhe Sun; Hiroshi Yamaura; et al. (Frontiers Neuroinformatics, 2022)

Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks. - Cristian Jimenez-Romero; Alper Yegenoglu; Aarón Pérez Martín; Sandra Diaz-Pier; Abigail Morrison (Swarm Intell., 2024)

Multi-agent systems powered by large language models: applications in swarm intelligence. - Cristian Jimenez-Romero; Alper Yegenoglu; Christian Blum 001 (Frontiers Artif. Intell., 2025)