Javier Baladron Pezoa
PhD in Computer Science
Université Nice Sophia Antipolis, Francia
2013
2008
2008
Reseña
Áreas de interés
• Informática aplicada en Biología y Medicina
• Bioinformática y Biología Computacional
• Modelado Fisiológico
• Informática aplicada en la Industria
• Manufactura avanzada
• Informática aplicada en la Sociedad
• Energías Renovables
• Informática aplicada a la Educación
• Informática Educativa
• Informática aplicada en la Ciencia
• Astroinformática
1.- Jil Meier, Dionysios Perdikis, Andre Blickensd ´ orfer, Leon Stefanovski, ¨Qin Liu, Oliver Maith, Helge Ulo Dinkelbach, ¨ Javier Baladron, Fred Hamker, Petra Ritter – Experimental Neurology – Virtual deep brain stimulation: Multiscale co-simulation of a spiking basal ganglia model and a whole-brain mean field model with The Virtual Brain (DOI:/10.1016/j.expneurol.2022.114111)
2.- Oliver Maith, Helge U. Dinkelbach, ¨ Javier Baladron, Julien Vitay and Fred H. Hamker – Frontiers in Neuroinformatics – BOLD monitoring in the neural simulator ANNarchy (DOI: 10.3389/fninf.2022.790966)
3.- Carolin Scholl, Javier Baladron, Julien Vitay and Fred H. Hamker – Brain Structure and Function – Enhanced habit formation in Tourette patients explained by shortcut modulation in a hierarchical cortico-basal ganglia model (DOI: 10.1007/s00429-021-02446-x)
4.- Lorenz Goenner, Oliver Maith, Iliana Koulouri, Javier Baladron and Fred H. Hamker – European Journal of Neuroscience – A spiking model of basal ganglia dynamics in stopping behavior supported by Arkypallidal neurons (DOI: 10.1111/ejn.15082)
5.- Oliver Maith, Francesc Villagrasa Escudero, Helge Ulo Dinkelbach, ¨ Javier Baladron, Andreas Horn, Friederike Irmen, Andrea A. Kuhn and Fred H. Hamker – European Journal of Neuroscience – A computational model-based analysis of basal ganglia pathway changes in Parkinson’s disease inferred from resting state fMRI (DOI: 10.1111/ejn.14868)
6.- Javier Baladron and Fred H. Hamker – European Journal of Neuroscience – Habit learning in hierarchical cortex – basal ganglia loops (DOI: 10.1111/ejn.14730)
7.- Javier Baladron, Atsushi Nambu and Fred H. Hamker – European Journal of Neuroscience – The subthalamic nucleus-external globus pallidus loop biases exploratory decisions towards known alternatives: a neuro-computational study (DOI: 10.1111/ejn.13666)
8.- Francesc Villagrasa, Javier Baladron, Julien Vitay, Henning Schroll, Evan G. Antzoulatos, Earl K. Miller, and Fred H. Hamker – European Journal of Neuroscience – On the role of cortex-basal ganglia interactions for category learning: A neuro-computational approach (DOI: https://doi.org/10.1523/JNEUROSCI.0874-18.2018)
9.- Francesc Villagrasa , Javier Baladron and Fred H. Hamker – Neural Networks – Artificial Neural Networks and Machine Learning – ICANN 2016. Lecture Notes in Computer Science – Fast and Slow Learning in a Neuro-Computational Model of Category Acquisition Artificial Neural (DOI:10.1007/978-3-319-44778-0 29)
10.- Javier Baladron and Fred H. Hamker – Neural Networks – A spiking neural network based on the basal ganglia functional anatomy (DOI: 10.1016/j.neunet.2015.03.002)
11.- James Rankin, Daniele Avitabile, Javier Baladron, Gregory Faye, and David J. B. Lloyd – SIAM Journal Scientific Computing – Continuation of Localized Coherent Structures in Nonlocal Neural Field Equations (DOI: 10.1137/130918721)
12.- Javier Baladron, Diego Fasoli, Olivier Faugeras and Jonathan Touboul – The Journal of Mathematical Neuroscience – Mean-field description and propagation of chaos in networks of Hodgkin-Huxley and FitzHugh-Nagumo neurons (DOI 10.1186/2190-8567-2-10)
13.- Javier Baladron, Diego Fasoli and Olivier Faugeras – Computing in Science and Engineering – Three Applications of GPU Computing in Neuroscience. (DOI: 10.1109/MCSE.2011.119)
1.- German-Japanese Collaboration Computational Neuroscience: The function and role of Basal Ganglia Pathways: From single to multiple loops. DFG HA2630/8-1. Deutsche Forschungsgemeinschaft Co-investigador
2.- Sozial agierende, kognitive Systeme zur Feststellung von Hilfsbedurftigkeit ¨ ESF (Sachsen) Co-investigador
3.- Multilevel neurocomputational models of basal ganglia dysfunction in Tourette syndrome. Germany Federal Ministry of Education and Research (BMBF) Co-investigador
4.- Clinical Connectomics: A network approach to deep brain stimulation. DFG HA2630/11-1 Deutsche Forschungsgemeinschaft Co-investigador
5.- Sonderforschungsbereich Hybrid Societies INST 270/321-1 Deutsche Forschungsgemeinschaft Co-investigador