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Javier Baladron Pezoa

Profesor asistente

Universidad de Santiago de Chile

Santiago, Chile

Aprendizaje por Refuerzo, Neurociencia Computacional, Modelamiento fisiológico

Informática, UNIVERSITE DE NICE-SOPHIA ANTIPOLIS. Francia, 2013
Ingeniería Informática, UNIVERSIDAD DE SANTIAGO DE CHILE. Chile, 2008
Ingeniero Civil en Informática, UNIVERSIDAD DE SANTIAGO DE CHILE. Chile, 2008

Profesor asistente Full Time

UNIVERSIDAD DE SANTIAGO DE CHILE

Ingeniería

Santiago, Chile

2022 - A la fecha
Investigador Post-doctoral Full Time

TECHNISCHE UNIVERSITAT CHEMNITZ

Informática

Chemnitz, Alemania

2013 - 2022

Direccion de thesis:

Schaal, Simon
Goal selection in a hierarchical model of the multiple basal ganglia loops
Master Thesis Data Science
Technische Universitat Chemnitz, September 2022 ?

Maximilian Petzi
A biologically plausible robotic arm controller using reward-guided reservoir computing
Master Thesis Data Science
Technische Universitat Chemnitz, July 2022 ?


Re-Thinking the Organization of Cortico-Basal Ganglia-Thalamo-Cortical Loops Baladron; J.; Hamker; F.H. Article ISI SCOPUS Cognitive Computation (2024)
Exploration behavior after reversals is predicted by STN-GPe synaptic plasticity in a basal ganglia model Einhaeuser, Wolfgang Article ISI SCOPUS iScience (2023)
The contribution of the basal ganglia and cerebellum to motor learning: A neuro-computational approach Fietzek, Torsten Article ISI SCOPUS PLoS Computational Biology (2023)
BOLD Monitoring in the Neural Simulator ANNarchy Maith, Oliver; Dinkelbach, Helge Uelo; Baladron, Javier; Vitay, Julien; Hamker, Fred H. Article ISI FRONTIERS IN NEUROINFORMATICS (2022)
Enhanced habit formation in Tourette patients explained by shortcut modulation in a hierarchical cortico-basal ganglia model Article ISI BRAIN STRUCTURE & FUNCTION (2022)
Virtual deep brain stimulation: Multiscale co-simulation of a spiking basal ganglia model and a whole-brain mean-field model with The Virtual Brain Meier, Jil M.; Perdikis, Dionysios; Blickensdoefer, Andre; Stefanovski, Leon; Dinkelbach, Helge Ue.; Ritter, Petra Article ISI EXPERIMENTAL NEUROLOGY (2022)
A computational model-based analysis of basal ganglia pathway changes in Parkinson's disease inferred from resting-state fMRI Villagrasa Escudero, Francesc; Horn, Andreas; Irmen, Friederike; Kuehn, Andrea A. Article ISI EUROPEAN JOURNAL OF NEUROSCIENCE (2021)
A spiking model of basal ganglia dynamics in stopping behavior supported by arkypallidal neurons Goenner, Lorenz; Koulouri, Iliana Article ISI EUROPEAN JOURNAL OF NEUROSCIENCE (2021)
Habit learning in hierarchical cortex-basal ganglia loops Article ISI EUROPEAN JOURNAL OF NEUROSCIENCE (2020)
The subthalamic nucleus-external globus pallidus loop biases exploratory decisions towards known alternatives: a neuro-computational study Nambu, Atsushi Article ISI EUROPEAN JOURNAL OF NEUROSCIENCE (2019)
On the Role of Cortex-Basal Ganglia Interactions for Category Learning: A Neurocomputational Approach Villagrasa, Francesc; Schroll, Henning; Antzoulatos, Evan G. Article ISI JOURNAL OF NEUROSCIENCE (2018)
Fast and Slow Learning in a Neuro-Computational Model of Category Acquisition Article indexed in scopus Lecture Notes in Computer Science (2016)
A spiking neural network based on the basal ganglia functional anatomy Article ISI NEURAL NETWORKS (2015)
CONTINUATION OF LOCALIZED COHERENT STRUCTURES IN NONLOCAL NEURAL FIELD EQUATIONS Rankin, James; Avitabile, Daniele; Faye, Gregory; Lloyd, David J. B. Article ISI SIAM JOURNAL ON SCIENTIFIC COMPUTING (2014)
Mean-field description and propagation of chaos in networks of Hodgkin-Huxley and FitzHugh-Nagumo neurons Article This Journal doesn't exist any more but it was indexed WoS The Journal of Mathematical Neuroscience (2012)
Three Applications of GPU Computing in Neuroscience Fasoli, Diego; Faugeras, Olivier Article ISI COMPUTING IN SCIENCE ENGINEERING (2012)

Javier Baladron

Profesor asistente

Ingeniería Informática

Universidad de Santiago de Chile

Santiago, Chile

Javier Baladron Pezoa

Líneas de Investigación

Educación

Informática, UNIVERSITE DE NICE-SOPHIA ANTIPOLIS. Francia, 2013

Ingeniería Informática, UNIVERSIDAD DE SANTIAGO DE CHILE. Chile, 2008

Ingeniero Civil en Informática, UNIVERSIDAD DE SANTIAGO DE CHILE. Chile, 2008

Experiencia Académica

Profesor asistente Full Time

Investigador Post-doctoral Full Time

Formación de Capital Humano

Article (16)

Re-Thinking the Organization of Cortico-Basal Ganglia-Thalamo-Cortical Loops

Exploration behavior after reversals is predicted by STN-GPe synaptic plasticity in a basal ganglia model

The contribution of the basal ganglia and cerebellum to motor learning: A neuro-computational approach

BOLD Monitoring in the Neural Simulator ANNarchy

Enhanced habit formation in Tourette patients explained by shortcut modulation in a hierarchical cortico-basal ganglia model

Virtual deep brain stimulation: Multiscale co-simulation of a spiking basal ganglia model and a whole-brain mean-field model with The Virtual Brain

A computational model-based analysis of basal ganglia pathway changes in Parkinson's disease inferred from resting-state fMRI

A spiking model of basal ganglia dynamics in stopping behavior supported by arkypallidal neurons

Habit learning in hierarchical cortex-basal ganglia loops

The subthalamic nucleus-external globus pallidus loop biases exploratory decisions towards known alternatives: a neuro-computational study

On the Role of Cortex-Basal Ganglia Interactions for Category Learning: A Neurocomputational Approach

Fast and Slow Learning in a Neuro-Computational Model of Category Acquisition

A spiking neural network based on the basal ganglia functional anatomy

CONTINUATION OF LOCALIZED COHERENT STRUCTURES IN NONLOCAL NEURAL FIELD EQUATIONS

Mean-field description and propagation of chaos in networks of Hodgkin-Huxley and FitzHugh-Nagumo neurons

Three Applications of GPU Computing in Neuroscience

Javier Baladron