Jesús Alberto Garrido

Orcid: 0000-0001-6648-7075

Affiliations:
  • University of Pavia, Italy
  • University of Granada, Spain (former)


According to our database1, Jesús Alberto Garrido authored at least 32 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2023
Reinforcement learning in a spiking neural model of striatum plasticity.
Neurocomputing, 2023

2022
Black-box and surrogate optimization for tuning spiking neural models of striatum plasticity.
Frontiers Neuroinformatics, 2022

2021
On Robot Compliance: A Cerebellar Control Approach.
IEEE Trans. Cybern., 2021

On the Use of a Multimodal Optimizer for Fitting Neuron Models. Application to the Cerebellar Granule Cell.
Frontiers Neuroinformatics, 2021

2020
Simulation, visualization and analysis tools for pattern recognition assessment with spiking neuronal networks.
Neurocomputing, 2020

A Basal Ganglia Computational Model to Explain the Paradoxical Sensorial Improvement in the Presence of Huntington's Disease.
Int. J. Neural Syst., 2020

2018
Corrigendum: Event- and Time-Driven Techniques Using Parallel CPU-GPU Co-processing for Spiking Neural Networks.
Frontiers Neuroinformatics, 2018

Exploring Vestibulo-Ocular Adaptation in a Closed-Loop Neuro-Robotic Experiment Using STDP. A Simulation Study.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

2017
Event- and Time-Driven Techniques Using Parallel CPU-GPU Co-processing for Spiking Neural Networks.
Frontiers Neuroinformatics, 2017

2016
Spiking Neural Network With Distributed Plasticity Reproduces Cerebellar Learning in Eye Blink Conditioning Paradigms.
IEEE Trans. Biomed. Eng., 2016

Musculoskeletal Robots: Scalability in Neural Control.
IEEE Robotics Autom. Mag., 2016

Oscillation-Driven Spike-Timing Dependent Plasticity Allows Multiple Overlapping Pattern Recognition in Inhibitory Interneuron Networks.
Int. J. Neural Syst., 2016

Distributed Cerebellar Motor Learning: A Spike-Timing-Dependent Plasticity Model.
Frontiers Comput. Neurosci., 2016

Scalability in Neural Control of Musculoskeletal Robots.
CoRR, 2016

2015
A Spiking Neural Simulator Integrating Event-Driven and Time-Driven Computation Schemes Using Parallel CPU-GPU Co-Processing: A Case Study.
IEEE Trans. Neural Networks Learn. Syst., 2015

Distributed cerebellar plasticity implements generalized multiple-scale memory components in real-robot sensorimotor tasks.
Frontiers Comput. Neurosci., 2015

Spiking cerebellar model with multiple plasticity sites reproduces eye blinking classical conditioning.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

2014
Integrated neural and robotic simulations. Simulation of cerebellar neurobiological substrate for an object-oriented dynamic model abstraction process.
Robotics Auton. Syst., 2014

Fast convergence of learning requires plasticity between inferior olive and deep cerebellar nuclei in a manipulation task: a closed-loop robotic simulation.
Frontiers Comput. Neurosci., 2014

Distributed cerebellar plasticity implements multiple-scale memory components of Vestibulo-Ocular Reflex in real-robots.
Proceedings of the 5th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, 2014

2013
Adaptive and Predictive Control of a Simulated Robot arm.
Int. J. Neural Syst., 2013

Spike Timing Regulation on the Millisecond Scale by Distributed Synaptic Plasticity at the Cerebellum Input Stage: A Simulation Study.
Frontiers Comput. Neurosci., 2013

Brain-inspired Sensorimotor Robotic Platform - Learning in Cerebellum-driven Movement Tasks through a Cerebellar Realistic Model.
Proceedings of the IJCCI 2013, 2013

2012
From Sensors to Spikes: Evolving Receptive Fields to Enhance Sensorimotor Information in a Robot-Arm.
Int. J. Neural Syst., 2012

Bio-inspired adaptive feedback error learning architecture for motor control.
Biol. Cybern., 2012

A Closed-Loop Neurorobotic System for Investigating Braille-Reading Finger Kinematics.
Proceedings of the Haptics: Perception, Devices, Mobility, and Communication, 2012

2011
Cerebellarlike Corrective Model Inference Engine for Manipulation Tasks.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Cerebellar Input Configuration Toward Object Model Abstraction in Manipulation Tasks.
IEEE Trans. Neural Networks, 2011

Adaptive cerebellar Spiking Model Embedded in the Control Loop: Context Switching and Robustness against noise.
Int. J. Neural Syst., 2011

Context Separability Mediated by the Granular Layer in a Spiking Cerebellum Model for Robot Control.
Proceedings of the Advances in Computational Intelligence, 2011

Event and Time Driven Hybrid Simulation of Spiking Neural Networks.
Proceedings of the Advances in Computational Intelligence, 2011

2010
Cerebellar spiking engine: Towards objet model abstraction in manipulation.
Proceedings of the International Joint Conference on Neural Networks, 2010


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