Michela Chiappalone

48 papers A 1B 1C 1Journal 21Unranked 23

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