Michela Chiappalone

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 27

Top Topics

Simulation Study

Recognition Algorithm

Pattern Recognition

Top Venues

Comput. Intell. Neurosci.

Publications

Andrea Marinelli, Michele Canepa, Dario Di Domenico, Emanuele Gruppioni, Matteo Laffranchi, Lorenzo De Michieli, Michela Chiappalone, Marianna Semprini, Nicoló Boccardo
A comparative optimization procedure to evaluate pattern recognition algorithms on hannes prosthesis. Neurocomputing 569 (2024)
Florencia Garro, E. Fenoglio, I. Forsiuk, Michele Canepa, M. Mozzon, Lorenzo De Michieli, Stefano Buccelli, Michela Chiappalone, Marianna Semprini
NeBULA: A Standardized Protocol for the Benchmarking of Robotic-based Upper Limb Neurorehabilitation. EMBC (2023)
Andrea Marinelli, Nicoló Boccardo, Michele Canepa, Dario Di Domenico, Marianna Semprini, Michela Chiappalone, Matteo Laffranchi, Lorenzo De Michieli, Strahinja Dosen
A Novel Method for Vibrotactile Proprioceptive Feedback Using Spatial Encoding and Gaussian Interpolation. IEEE Trans. Biomed. Eng. 70 (12) (2023)
Vito Paolo Pastore, Giulia Parodi, Martina Brofiga, Paolo Massobrio, Michela Chiappalone, Francesca Odone, Sergio Martinoia
An efficient deep learning approach to identify dynamics in in vitro neural networks. EMBC (2023)
Mattia Di Florio, Marta Carè, Romain Beaubois, V. R. Cota, Federico Barban, Timothée Levi, Michela Chiappalone
Design of an experimental setup for delivering intracortical microstimulation in vivo via Spiking Neural Network. EMBC (2023)
M. Di Florio, V. Iyer, Akshay Rajhans, Stefano Buccelli, Michela Chiappalone
Model-based online implementation of spike detection algorithms for neuroengineering applications. EMBC (2022)
Michela Chiappalone, Marianna Semprini
Using robots to advance clinical translation in neurorehabilitation. Sci. Robotics 7 (64) (2022)
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi, M. Shamim Kaiser, Alberto Averna, David J. Guggenmos, Randolph J. Nudo, Michela Chiappalone, Jianhui Chen
SANTIA: a Matlab-based open-source toolbox for artifact detection and removal from extracellular neuronal signals. Brain Informatics 8 (1) (2021)
Andrea Marinelli, Nicolo Boccardo, Marianna Semprini, Antonio Succi, Michele Canepa, Samuel Stedman, Lorenzo Lombardi, Alberto Dellacasa Bellingegni, Michela Chiappalone, Emanuele Gruppioni, Matteo Laffranchi, Lorenzo De Michieli
Miniature EMG Sensors for Prosthetic Applications. NER (2021)
Juan Pedro Dominguez-Morales, Stefano Buccelli, Daniel Gutierrez-Galan, Ilaria Colombi, Angel Jiménez-Fernandez, Michela Chiappalone
Real-time detection of bursts in neuronal cultures using a neuromorphic auditory sensor and spiking neural networks. Neurocomputing 449 (2021)
Florencia Garro, Michela Chiappalone, Stefano Buccelli, Lorenzo De Michieli, Marianna Semprini
Neuromechanical Biomarkers for Robotic Neurorehabilitation. Frontiers Neurorobotics 15 (2021)
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi, Alberto Averna, David J. Guggenmos, Randolph J. Nudo, Michela Chiappalone
Signal Power Affects Artefact Detection Accuracy in Chronically Recorded Local Field Potentials: Preliminary Results. NER (2021)
Marta Carè, Alberto Averna, Federico Barban, Maxwell D. Murphy, Randolph J. Nudo, David J. Guggenmos, Michela Chiappalone
Spike-based analysis of brain injured anesthetized animals undergoing closed-loop intracortical stimulation. NER (2021)
D. Di Domenico, Andrea Marinelli, Nicolo Boccardo, Marianna Semprini, L. Lombardi, Michele Canepa, Samuel Stedman, Alberto Dellacasa Bellingegni, Michela Chiappalone, Emanuele Gruppioni, Matteo Laffranchi, Lorenzo De Michieli
Hannes Prosthesis Control Based on Regression Machine Learning Algorithms. IROS (2021)
Marcos I. Fabietti, Mufti Mahmud, Ahmad Lotfi, Alberto Averna, David J. Guggenmos, Randolph J. Nudo, Michela Chiappalone
Interpretable Model for Artefact Detection in Local Field Potentials via Feature Extraction and Decision Trees. UKCI (2021)
Federico Barban, Alberto Averna, Maxwell D. Murphy, Marta Carè, Randolph J. Nudo, David J. Guggenmos, Michela Chiappalone
LFP based analysis of brain injured anesthetized animals undergoing closed-loop intracortical stimulation. NER (2021)
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi, Alberto Avarua, David J. Guggenmos, Randolph J. Nudo, Michela Chiappalone
Neural Network-based Artifact Detection in Local Field Potentials Recorded from Chronically Implanted Neural Probes. IJCNN (2020)
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi, Alberto Averna, David J. Guggenmos, Randolph J. Nudo, Michela Chiappalone
Adaptation of Convolutional Neural Networks for Multi-Channel Artifact Detection in Chronically Recorded Local Field Potentials. SSCI (2020)
Andrea Marinelli, Marianna Semprini, Michele Canepa, Lorenzo Lombardi, Samuel Stedman, Alberto Dellacasa Bellingegni, Michela Chiappalone, Matteo Laffranchi, Emanuele Gruppioni, Lorenzo De Michieli, Nicolo Boccardo
Performance Evaluation of Pattern Recognition Algorithms for Upper Limb Prosthetic Applications. BioRob (2020)
Federico Barban, Stefano Buccelli, Dante Mantini, Michela Chiappalone, Marianna Semprini
Removal of tACS artefact: a simulation study for algorithm comparison. NER (2019)
Alberto Averna, Marta Carè, Stefano Buccelli, Marianna Semprini, Francesco Difato, Michela Chiappalone
A Multimodular System to Study the Impact of a Focal Lesion in Neuronal Cell Cultures. HSB (2019)
Riccardo Iandolo, Jessica Samogin, Federico Barban, Stefano Buccelli, Gaia Amaranta Taberna, Marianna Semprini, Dante Mantini, Michela Chiappalone
A pipeline integrating high-density EEG analysis and graph theory: a feasibility study on resting state functional connectivity. NER (2019)
Stefano Buccelli, Jacopo Tessadori, Ilaria Colombi, L. Martines, Marta Bisio, Alberto Averna, Marianna Semprini, Valentina Pasquale, Michela Chiappalone
Closed-loop electrophysiology: Past, present and future perspectives and applications. ISCAS (2018)
Alberto Averna, David J. Guggenmos, Valentina Pasquale, Marianna Semprini, Randolph J. Nudo, Michela Chiappalone
Neuroengineering Tools For Studying The Effect Of Intracortical Microstimulation In Rodent Models. EMBC (2018)
Mariateresa Tedesco, Nicolo Colistra, Paolo Massobrio, Michela Chiappalone, Sergio Martinoia
Structurally and functionally interconnected 3D in vitro neuronal assemblies coupled to Micro-Electrode Arrays. NER (2017)
Matthieu Ambroise, Stefano Buccelli, Filippo Grassia, Antoine Pirog, Yannick Bornat, Michela Chiappalone, Timothée Levi
Biomimetic neural network for modifying biological dynamics during hybrid experiments. Artif. Life Robotics 22 (3) (2017)
Gabriella Panuccio, Marianna Semprini, Lorenzo Natale, Michela Chiappalone
Intelligent Biohybrid Neurotechnologies: Are They Really What They Claim? CoRR (2016)
Francesca Scarsi, Jacopo Tessadori, Valentina Pasquale, Michela Chiappalone
Impact of stimuli distribution on neural network responses. EMBC (2015)
Gian Luca Breschi, Carlo Ciliberto, Thierry Nieus, Lorenzo Rosasco, Stefano Taverna, Michela Chiappalone, Valentina Pasquale
Characterizing the Input-Output Function of the Olfactory-Limbic Pathway in the Guinea Pig. Comput. Intell. Neurosci. 2015 (2015)
Arianna Bruzzone, Valentina Pasquale, Przemyslaw Nowak, Jacopo Tessadori, Paolo Massobrio, Michela Chiappalone
Interfacing in silico and in vitro neuronal networks. EMBC (2015)
Marta Bisio, Valentina Pasquale, Alessandro Bosca, Luca Berdondini, Michela Chiappalone
Role of major burst leaders in modular hippocampal networks. NER (2015)
Marijn B. Martens, Michela Chiappalone, Dirk Schubert, Paul H. E. Tiesinga
Separating burst from Background Spikes in multichannel neuronal recordings using Return Map Analysis. Int. J. Neural Syst. 24 (4) (2014)
Irene Nava, Jacopo Tessadori, Michela Chiappalone
Change of Network Dynamics in a Neuro-robotic System. Living Machines (2014)
Jacopo Tessadori, Daniele Venuta, Valentina Pasquale, Sreedhar S. Kumar, Michela Chiappalone
Encoding of Stimuli in Embodied Neuronal Networks. Living Machines (2013)
João-Batista Destro-Filho, Carlos-Alberto Estombelo-Montesco, Luiz Otávio Murta Júnior, Sergio Martinoia, Michela Chiappalone, Suelen Moreira-Marques, Amanda Ferreira Neves
Quantitative Estimation of the Nonstationary Behavior of Neural Spontaneous Activity. Comput. Intell. Neurosci. 2010 (2010)
Marcello Mulas, Paolo Massobrio, Sergio Martinoia, Michela Chiappalone
A simulated neuro-robotic environment for bi-directional closed-loop experiments. Paladyn J. Behav. Robotics 1 (3) (2010)
Luca Leonardo Bologna, Valentina Pasquale, Matteo Garofalo, Mauro Gandolfo, Pieter Laurens Baljon, Alessandro Maccione, Sergio Martinoia, Michela Chiappalone
Investigating neuronal activity by SPYCODE multi-channel data analyzer. Neural Networks 23 (6) (2010)
Valentina Pasquale, Sergio Martinoia, Michela Chiappalone
A self-adapting approach for the detection of bursts and network bursts in neuronal cultures. J. Comput. Neurosci. 29 (1-2) (2010)
Michael Kositsky, Michela Chiappalone, Simon Alford, Ferdinando A. Mussa-Ivaldi
Brain-machine interactions for assessing the dynamics of neural systems. Frontiers Neurorobotics 3 (2009)
Michela Chiappalone, Alessandro Vato, Luca Berdondini, Milena Koudelka-Hep, Sergio Martinoia
Network Dynamics and Synchronous Activity in cultured Cortical Neurons. Int. J. Neural Syst. 17 (2) (2007)
Antonio Novellino, Paolo D'Angelo, Laura Cozzi, Michela Chiappalone, Vittorio Sanguineti, Sergio Martinoia
Connecting Neurons to a Mobile Robot: An In Vitro Bidirectional Neural Interface. Comput. Intell. Neurosci. 2007 (2007)
Laura Cozzi, Paolo D'Angelo, Michela Chiappalone, A. N. Ide, Antonio Novellino, Sergio Martinoia, Vittorio Sanguineti
Coding and decoding of information in a bi-directional neural interface. Neurocomputing (2005)
Michela Chiappalone, Antonio Novellino, Ildiko Vajda, Alessandro Vato, Sergio Martinoia, Jaap van Pelt
Burst detection algorithms for the analysis of spatio-temporal patterns in cortical networks of neurons. Neurocomputing (2005)
Alessandro Vato, Laura Bonzano, Michela Chiappalone, S. Cicero, F. Morabito, Antonio Novellino, G. Stillo
Spike manager: a new tool for spontaneous and evoked neuronal networks activity characterization. Neurocomputing (2004)
Antonio Novellino, Michela Chiappalone, Alessandro Vato, Marco Bove, M. Bruella Tedesco, Sergio Martinoia
Behaviors from an electrically stimulated spinal cord neuronal network cultured on microelectrode arrays. Neurocomputing (2003)