Cerebellum

CEREBSENSING - Cerebellar Distributed Plasticity Towards Active Sensing and Motor Control

CEREBSENSING is a H2020 Marie Sklodowska-Curie Action (IF) aiming to understand how the cerebellum processes sensorial information coming from the cerebral cortex by using …

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Jesús Garrido

Adaptive robotic control driven by a versatile spiking cerebellar network

The cerebellum is involved in a large number of different neural processes, especially in associative learning and in fine motor control. To develop a comprehensive theory of …

c.-casellato

Fast convergence of learning requires plasticity between inferior olive and deep cerebellar nuclei in a manipulation task: a closed-loop robotic simulation

The cerebellum is known to play a critical role in learning relevant patterns of activity for adaptive motor control, but the underlying network mechanisms are only partly …

n.-r.-luque

Distributed cerebellar plasticity implements adaptable gain control in a manipulation task: a closed-loop robotic simulation

Adaptable gain regulation is at the core of the forward controller operation performed by the cerebro-cerebellar loops and it allows the intensity of motor acts to be finely tuned …

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Jesús Garrido

Adaptive cerebellar spiking model embedded in the control loop: context switching and robustness against noise

This work evaluates the capability of a spiking cerebellar model embedded in different loop architectures (recurrent, forward, and forward&recurrent) to control a robotic arm …

n.-r.-luque

Simulation of biological neuronal structures. Design and functional study of the cerebellum

In this work, an extensive simulation study of the cerebellum is presented. Our study required the further development of the EDLUT spiking neural network simulator. Thus we have …

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Jesús Garrido

Cerebellar input configuration toward object model abstraction in manipulation tasks

It is widely assumed that the cerebellum is one of the main nervous centers involved in correcting and refining planned movement and accounting for disturbances occurring during …

n.-r.-luque

Context separability mediated by the granular layer in a spiking cerebellum model for robot control

In this paper, we study how a biologically-plausible cerebellum architecture can store and retrieve different robotic-arm internal models (in synaptic connections between granular …

n.-r.-luque

Cerebellarlike corrective model inference engine for manipulation tasks

This paper presents how a simple cerebellumlike architecture can infer corrective models in the framework of a control task when manipulating objects that significantly affect the …

n.-r.-luque

Cerebellar spiking engine: Towards objet model abstraction in manipulation

This paper presents how a simple cerebellumlike architecture can infer corrective models in the framework of a control task when manipulating objects that significantly affect the …

n.-r.-luque