Claudia Casellato

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 35

Top Topics

Easily Interpretable

Naturally Represented

Top Venues

Frontiers Neuroinformatics

Frontiers Comput. Neurosci.

Publications

Roberta Maria Lorenzi, Alice Geminiani, Yann Zerlaut, Marialaura De Grazia, Alain Destexhe, Claudia A. M. Gandini Wheeler-Kingshott, Fulvia Palesi, Claudia Casellato, Egidio D'Angelo
A multi-layer mean-field model of the cerebellum embedding microstructure and population-specific dynamics. PLoS Comput. Biol. 19 (9) (2023)
Lorenzo Fruzzetti, Hari Teja Kalidindi, Alberto Antonietti, Cristiano Alessandro, Alice Geminiani, Claudia Casellato, Egidio Falotico, Egidio D'Angelo
Dual STDP processes at Purkinje cells contribute to distinct improvements in accuracy and speed of saccadic eye movements. PLoS Comput. Biol. 18 (10) (2022)
Alice Geminiani, Aurimas Mockevicius, Egidio D'Angelo, Claudia Casellato
Cerebellum involvement in dystonia: insights from a spiking neural network model during associative learning. EMBC (2022)
Massimo Grillo, Alice Geminiani, Cristiano Alessandro, Egidio D'Angelo, Alessandra Pedrocchi, Claudia Casellato
Bayesian Integration in a Spiking Neural System for Sensorimotor Control. Neural Comput. 34 (9) (2022)
Alberto Antonietti, Alice Geminiani, Edoardo Negri, Egidio D'Angelo, Claudia Casellato, Alessandra Pedrocchi
Brain-Inspired Spiking Neural Network Controller for a Neurorobotic Whisker System. Frontiers Neurorobotics 16 (2022)
Alberto Antonietti, Dario Martina, Claudia Casellato, Egidio D'Angelo, Alessandra Pedrocchi
Corrigendum to "Control of a Humanoid NAO Robot by an Adaptive Bioinspired Cerebellar Module in 3D Motion Tasks". Comput. Intell. Neurosci. 2020 (2020)
Alice Geminiani, Claudia Casellato, Egidio D'Angelo, Alessandra Pedrocchi
Corrigendum: Complex Electroresponsive Dynamics in Olivocerebellar Neurons Represented With Extended-Generalized Leaky Integrate and Fire Models. Frontiers Comput. Neurosci. 13 (2019)
Stefano Casali, Elisa Marenzi, Chaitanya Medini, Claudia Casellato, Egidio D'Angelo
Reconstruction and Simulation of a Scaffold Model of the Cerebellar Network. Frontiers Neuroinformatics 13 (2019)
Alberto Antonietti, Claudia Casellato, Egidio D'Angelo, Alessandra Pedrocchi
Computational Modelling of Cerebellar Magnetic Stimulation: The Effect of Washout. BrainComp (2019)
Alberto Antonietti, Dario Martina, Claudia Casellato, Egidio D'Angelo, Alessandra Pedrocchi
Control of a Humanoid NAO Robot by an Adaptive Bioinspired Cerebellar Module in 3D Motion Tasks. Comput. Intell. Neurosci. 2019 (2019)
Alice Geminiani, Laura Santos, Claudia Casellato, Andrea Farabbi, Nicola Farella, José Santos-Victor, Ivana Olivieri, Alessandra Pedrocchi
Design and validation of two embodied mirroring setups for interactive games with autistic children using the NAO humanoid robot. EMBC (2019)
Matteo Bertucco, Francesca Lunardini, Mauro Nardon, Claudia Casellato, Alessandra Pedrocchi, Terence D. Sanger
Vibro-tactile EMG-based biofeedback induces changes of muscle activity patterns in childhood dystonia. NER (2019)
Alberto Antonietti, Vasco Orza, Claudia Casellato, Egidio D'Angelo, Alessandra Pedrocchi
Implementation of an Advanced Frequency-Based Hebbian Spike Timing Dependent Plasticity. EMBC (2019)
Francesca Lunardini, Alberto Antonietti, Claudia Casellato, Alessandra Pedrocchi
Synergy-Based Myocontrol of a Multiple Degree-of-Freedom Humanoid Robot for Functional Tasks. EMBC (2019)
Alice Geminiani, Claudia Casellato, Francesca Locatelli, Francesca Prestori, Alessandra Pedrocchi, Egidio D'Angelo
Corrigendum: Complex Dynamics in Simplified Neuronal Models: Reproducing Golgi Cell Electroresponsiveness. Frontiers Neuroinformatics 13 (2019)
Alice Geminiani, Claudia Casellato, Egidio D'Angelo, Alessandra Pedrocchi
Complex Electroresponsive Dynamics in Olivocerebellar Neurons Represented With Extended-Generalized Leaky Integrate and Fire Models. Frontiers Comput. Neurosci. 13 (2019)
Stefano Casali, Elisa Marenzi, Chaitanya Medini, Claudia Casellato, Egidio D'Angelo
Corrigendum: Reconstruction and Simulation of a Scaffold Model of the Cerebellar Network. Frontiers Neuroinformatics 13 (2019)
Alice Geminiani, Alessandra Pedrocchi, Egidio D'Angelo, Claudia Casellato
Response Dynamics in an Olivocerebellar Spiking Neural Network With Non-linear Neuron Properties. Frontiers Comput. Neurosci. 13 (2019)
Carlos Corchado, Alberto Antonietti, Marie Claire Capolei, Claudia Casellato, Silvia Tolu
Integration of paired spiking cerebellar models for voluntary movement adaptation in a closed-loop neuro-robotic experiment. A simulation study. CBS (2019)
Alberto Antonietti, Claudia Casellato, Egidio D'Angelo, Alessandra Pedrocchi
Bioinspired Adaptive Spiking Neural Network to Control NAO Robot in a Pavlovian Conditioning Task. BioRob (2018)
Alberto Antonietti, Jessica Monaco, Egidio D'Angelo, Alessandra Pedrocchi, Claudia Casellato
Dynamic Redistribution of Plasticity in a Cerebellar Spiking Neural Network Reproducing an Associative Learning Task Perturbed by TMS. Int. J. Neural Syst. 28 (9) (2018)
Alice Geminiani, Claudia Casellato, Alberto Antonietti, Egidio D'Angelo, Alessandra Pedrocchi
A Multiple-Plasticity Spiking Neural Network Embedded in a Closed-Loop Control System to Model Cerebellar Pathologies. Int. J. Neural Syst. 28 (5) (2018)
Alice Geminiani, Claudia Casellato, Francesca Locatelli, Francesca Prestori, Alessandra Pedrocchi, Egidio D'Angelo
Complex Dynamics in Simplified Neuronal Models: Reproducing Golgi Cell Electroresponsiveness. Frontiers Neuroinformatics 12 (2018)
Simona Ferrante, Emilia Ambrosini, Claudia Casellato, Marta Gandolla, Alessandra Pedrocchi, Giancarlo Ferrigno
Neural and Physiological Measures to Classify User's Intention and Control Exoskeletons for Rehabilitation or Assistance: The Experience @NearLab. RAAD (2017)
Claudia Casellato, Marta Gandolla, Alessandro Crippa, Alessandra Pedrocchi
Robotic set-up to quantify hand-eye behavior in motor execution and learning of children with autism spectrum disorder. ICORR (2017)
Alberto Antonietti, Claudia Casellato, Egidio D'Angelo, Alessandra Pedrocchi
Model-Driven Analysis of Eyeblink Classical Conditioning Reveals the Underlying Structure of Cerebellar Plasticity and Neuronal Activity. IEEE Trans. Neural Networks Learn. Syst. 28 (11) (2017)
Alice Geminiani, Alessandra Pedrocchi, Egidio D'Angelo, Claudia Casellato
Spiking cerebellar model with damaged cortical Neural population reproduces human ataxic behaviors in perturbed upper limb reaching. NER (2017)
Federica Landreani, Alba Martín, Claudia Casellato, Esteban Pavan, Carlo Frigo, Pierre-François Migeotte, Andrea Faini, Gianfranco Parati, Enrico G. Caiani
Respiratory Frequency Estimation from Accelerometric Signals Acquired by Mobile Phone in a Controlled Breathing Protocol. CinC (2017)
Alberto Antonietti, Claudia Casellato, Jesús Alberto Garrido, Niceto R. Luque, Francisco Naveros, Eduardo Ros Vidal, Egidio D'Angelo, Alessandra Pedrocchi
Spiking Neural Network With Distributed Plasticity Reproduces Cerebellar Learning in Eye Blink Conditioning Paradigms. IEEE Trans. Biomed. Eng. 63 (1) (2016)
Federica Landreani, Alba Martín-Yebra, Claudia Casellato, Carlo Frigo, Esteban Pavan, Pierre-François Migeotte, Enrico G. Caiani
Beat-to-beat heart rate detection by smartphone's accelerometers: Validation with ECG. EMBC (2016)
Francesca Lunardini, Claudia Casellato, Matteo Bertucco, Terence D. Sanger, Alessandra Pedrocchi
Muscle synergies in children with dystonia capture "healthy" patterns regardless the altered motor performance. EMBC (2015)
Alberto Antonietti, Claudia Casellato, Jesús Alberto Garrido, Egidio D'Angelo, Alessandra Pedrocchi
Spiking cerebellar model with multiple plasticity sites reproduces eye blinking classical conditioning. NER (2015)
Alba Martín-Yebra, Federica Landreani, Claudia Casellato, Esteban Pavan, Carlo Frigo, Pierre-François Migeotte, Enrico G. Caiani
Studying Heart Rate Variability from Ballistocardiography Acquired by Force Platform Comparison with Conventional ECG. CinC (2015)
Alberto Antonietti, Claudia Casellato, Alice Geminiani, Egidio D'Angelo, Alessandra Pedrocchi
Healthy and pathological cerebellar Spiking Neural Networks in Vestibulo-Ocular Reflex. EMBC (2015)
Claudia Casellato, Alberto Antonietti, Jesús Alberto Garrido, Giancarlo Ferrigno, Egidio D'Angelo, Alessandra Pedrocchi
Distributed cerebellar plasticity implements generalized multiple-scale memory components in real-robot sensorimotor tasks. Frontiers Comput. Neurosci. 9 (2015)
Claudia Casellato, Alberto Antonietti, Jesús Alberto Garrido, Alessandra Pedrocchi, Egidio D'Angelo
Distributed cerebellar plasticity implements multiple-scale memory components of Vestibulo-Ocular Reflex in real-robots. BioRob (2014)
Pierre-François Migeotte, Laurent Lejeune, Quentin Delière, Enrico G. Caiani, Claudia Casellato, Jens Tank, Irina Funtova, Roman M. Baevsky, G. Kim Prisk, Philippe van de Borne
Three dimensional Ballistocardiogram and Seismocardiogram: What do they have in common? EMBC (2014)
Claudia Casellato, Jesús Alberto Garrido, Cristina Franchin, Giancarlo Ferrigno, Egidio D'Angelo, Alessandra Pedrocchi
Brain-inspired Sensorimotor Robotic Platform - Learning in Cerebellum-driven Movement Tasks through a Cerebellar Realistic Model. IJCCI (2013)
Laurent Lejeune, Claudia Casellato, Nathalie Pattyn, Xavier Neyt, Pierre-François Migeotte
Estimating the center of mass of a free-floating body in microgravity. EMBC (2013)