Dario Farina

272 papers A* 3A 1C 4Misc 5Journal 181Unranked 73
YearRankTypeTitle / Venue / Authors
2026 J jnl
A generative spike prediction model using behavioral reinforcement for re-establishing neural functional connectivity.
Nat. Comput. Sci.
Shenghui Wu, Zhiwei Song, Xiang Zhang, Yifan Huang, Shuhang Chen, Xiang Shen, Jieyuan Tan, Mingdong Li, Ziyi Wang, Yujun Chen, Kai Liu, Dario Farina, José C. Príncipe, Yiwen Wang
2026 J jnl
Neural Control and Learning of Simulated Hand Movements With an EMG-Based Closed-Loop Interface.
CoRR
Balint K. Hodossy, Dario Farina
2026 J jnl
Quantifying Ergonomics in the Elevate Soft Robotic Suit.
CoRR
Peter Bryan, Rejin John Varghese, Dario Farina
2026 J jnl
The biomedical engineer's pledge: overview and context.
Medical Biol. Eng. Comput.
Antoni Ivorra, Txetxu Ausín, Laura Becerra-Fajardo, Antonio J. del Ama, Jesus Minguillon, Aracelys García-Moreno, Jordi Aguiló, Filipe Oliveira Barroso, Bart Bijnens, Oscar Camara, Sara Capdevila, Roger Castellanos Fernandez, Rafael V. Davalos, Jean-Louis Divoux, Ahmed Eladly, Dario Farina, Carla García Hombravella, Raquel González López, Cesar A. Gonzalez, Jordi Grífols, Felipe Maglietti, Shahid Malik, Elad Maor, Guillermo Marshall, Berta Mateu Yus, Lluis M. Mir, Juan C. Moreno, Xavier Navarro, Núria Noguera, Andrés Ozaita, Gemma Piella, José Luis Pons, Rita Quesada, Pilar Rivera-Gil, Boris Rubinsky, Aurelio Ruiz Garcia, Albert Ruiz-Vargas, Maria Sánchez Sánchez, Andreas Schneider-Ickert, Ting Shu, Rosa Villa Sanz, Bing Zhang, Gema Revuelta
2025 J jnl
A Biophysical-Model-Informed Source Separation Framework For EMG Decomposition.
CoRR
Dimitrios Halatsis, Pranav Mamidanna, João Pereira, Dario Farina
2025 J jnl
A Closed-Loop Tactile Stimulation Training Protocol for Motor Imagery-Based BCI: Boosting BCI Performance for BCI-Deficiency Users.
IEEE Trans. Biomed. Eng.
Yucun Zhong, Yueming Wang, Dario Farina, Lin Yao
2025 J jnl
A Particle Swarm Optimized Independence Estimator for Blind Source Separation of Neurophysiological Time Series.
IEEE Trans. Biomed. Eng.
Agnese Grison, Alexander Kenneth Clarke, Silvia Muceli, Jaime Ibáñez, Aritra Kundu, Dario Farina
2025 J jnl
A generalized coherence framework for quantifying input contributions in multi-input systems with correlated or uncorrelated inputs.
Biomed. Signal Process. Control.
Nolan H. Howes, Matthew S. Allen, Dario Farina, Steven K. Charles
2025 J jnl
Assessing the impact of degree of fusion and muscle fibre twitch shape variation on the accuracy of motor unit discharge time identification from ultrasound images.
Biomed. Signal Process. Control.
Robin Rohlén, Emma Lubel, Dario Farina
2025 A conf
Biomechanical Analysis of Spine and Shoulder Compensation in a User of an Ultrasound-Based Human-Machine Interface for Hand Control.
ICCAD
Halla Hussein Hakami, Bruno Grandi Sgambato, Matthew Banger, Dario Farina, Alison H. McGregor
2025 J jnl
Conditional Generative Models for Simulation of EMG During Naturalistic Movements.
IEEE Trans. Neural Networks Learn. Syst.
Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina
2025 J jnl
Editorial: Human-in-the-loop paradigm for assistive robotics.
Frontiers Robotics AI
Francesca Cordella, Dario Farina, Loredana Zollo
2025 J jnl
Enhancing the Prediction of Locomotion Transition With High-Density Surface Electromyography.
IEEE J. Biomed. Health Informatics
Shibo Jing, Hsien-Yung Huang, Mélanie Jouaiti, Yongkun Zhao, Zhenhua Yu, Ravi Vaidyanathan, Dario Farina
2025 J jnl
Feedback parameters for a closed-loop multiple-input multiple-output model of the upper limb.
PLoS Comput. Biol.
Ian Syndergaard, Daniel B. Free, Dario Farina, Steven K. Charles
2025 — conf
Imitation Learning for Adaptive Control of a Virtual Soft Exoglove.
ICORR
Shirui Lyu, Vittorio Caggiano, Matteo Leonetti, Dario Farina, Letizia Gionfrida
2025 J jnl
Imitation Learning for Adaptive Control of a Virtual Soft Exoglove.
CoRR
Shirui Lyu, Vittorio Caggiano, Matteo Leonetti, Dario Farina, Letizia Gionfrida
2025 J jnl
Intuitive control of supernumerary robotic limbs through a tactile-encoded neural interface.
CoRR
Tianyu Jia, Xingchen Yang, Ciarán McGeady, Yifeng Li, Jinzhi Lin, Kit San Ho, Feiyu Pan, Linhong Ji, Chong Li, Dario Farina
2025 J jnl
Merging motoneuron and postural synergies in prosthetic hand design for natural bionic interfacing.
Sci. Robotics
Patricia Capsi-Morales, Deren Y. Barsakcioglu, Manuel G. Catalano, Giorgio Grioli, Antonio Bicchi, Dario Farina
2025 — conf
Myoassist 0.1: Myosuite for Dexterity and Agility in Bionic Humans.
ICORR
Chun Kwang Tan, Cheryl Wang, Shirui Lyu, Balint K. Hodossy, Pierre Schumacher, Elizabeth B. Wilson, Vittorio Caggiano, Vikash Kumar, Dario Farina, Letizia Gionfrida, Elliott J. Rouse, Guillaume Durandau, Seungmoon Song
2025 J jnl
Neuromechanical Simulation of Human Postural Sway in the Sagittal Plane Based on a Hybrid Triple Inverted Pendulum Model and State-Dependent Intermittent Neural Control.
IEEE Trans. Biomed. Eng.
Yongkun Zhao, Mingquan Zhang, Balint K. Hodossy, Jiatong Jiang, Masahiro Todoh, Dario Farina
2025 J jnl
Non-Invasive Neural Interfacing for Tetraplegic Individuals Using Residual Motor Neuron Activity Decoded at the Forearm or Wrist.
IEEE J. Biomed. Health Informatics
Xingchen Yang, Daniela Souza De Oliveira, Dominik I. Braun, Matthias Ponfick, Dario Farina, Alessandro Del Vecchio
2025 J jnl
Real-Time Decomposition of Multi-Channel Intramuscular EMG Signals Recorded by Micro-Electrode Arrays in Humans.
IEEE Trans. Biomed. Eng.
Tianyi Yu, Silvia Muceli, Konstantin Akhmadeev, Eric Le Carpentier, Yannick Aoustin, Dario Farina
2025 J jnl
Self-Supervised Learning for Intuitive Control of Prosthetic Hand Movements via Sonomyography.
IEEE Trans. Cybern.
Xingchen Yang, Zongtian Yin, Yixuan Sheng, Dario Farina, Honghai Liu
2025 J jnl
Spiking Neural Network Decoders of Finger Forces from High-Density Intramuscular Microelectrode Arrays.
CoRR
Farah Baracat, Agnese Grison, Dario Farina, Giacomo Indiveri, Elisa Donati
2025 J jnl
Switch-based Independent Antagonist Actuation with a Single Motor for a Soft Exosuit.
CoRR
Atharva Vadeyar, Rejin John Varghese, Etienne Burdet, Dario Farina
2024 J jnl
A Human-Machine Joint Learning Framework to Boost Endogenous BCI Training.
IEEE Trans. Neural Networks Learn. Syst.
Hanwen Wang, Yu Qi, Lin Yao, Yueming Wang, Dario Farina, Gang Pan
2024 — conf
A capacitorless, AC-coupled, monolithic input-stage optimized for multi-channel surface EMG acquisition.
EMBC
Simos Koutsoftidis, Yacine Belgaid, Guang Yang, Deren Y. Barsakcioglu, Konstantinos N. Glaros, Dario Farina, Emmanuel M. Drakakis
2024 J jnl
Accurate Identification of Motoneuron Discharges From Ultrasound Images Across the Full Muscle Cross-Section.
IEEE Trans. Biomed. Eng.
Emma Lubel, Robin Rohlén, Bruno Grandi Sgambato, Deren Y. Barsakcioglu, Jaime Ibáñez, Meng-Xing Tang, Dario Farina
2024 J jnl
Deep Metric Learning With Locality Sensitive Mining for Self-Correcting Source Separation of Neural Spiking Signals.
IEEE Trans. Cybern.
Alexander Kenneth Clarke, Dario Farina
2024 J jnl
Design and Preliminary Evaluation of a Torso Stabiliser for Individuals with Spinal Cord Injury.
CoRR
Rejin John Varghese, Man-Yan Tong, Isabella Szczech, Peter Bryan, Dario Farina, Etienne Burdet
2024 J jnl
Design, Fabrication and Evaluation of a Stretchable High-Density Electromyography Array.
CoRR
Rejin John Varghese, Matteo Pizzi, Aritra Kundu, Agnese Grison, Etienne Burdet, Dario Farina
2024 J jnl
Design, Fabrication and Evaluation of a Stretchable High-Density Electromyography Array.
Sensors
Rejin John Varghese, Matteo Pizzi, Aritra Kundu, Agnese Grison, Etienne Burdet, Dario Farina
2024 J jnl
Excitation of natural spinal reflex loops in the sensory-motor control of hand prostheses.
Sci. Robotics
Patrick G. Sagastegui Alva, Anna Bösendorfer, Oskar C. Aszmann, Jaime Ibáñez, Dario Farina
2024 J jnl
HarmonICA: Neural non-stationarity correction and source separation for motor neuron interfaces.
CoRR
Alexander Kenneth Clarke, Agnese Grison, Irene Mendez Guerra, Pranav Mamidanna, Shihan Ma, Silvia Muceli, Dario Farina
2024 J jnl
High Performance Wearable Ultrasound as a Human-Machine Interface for Wrist and Hand Kinematic Tracking.
IEEE Trans. Biomed. Eng.
Bruno Grandi Sgambato, Milia H. Hasbani, Deren Y. Barsakcioglu, Jaime Ibáñez, Anette Jakob, Marc Fournelle, Meng-Xing Tang, Dario Farina
2024 J jnl
Intramuscular High-Density Micro-Electrode Arrays Enable High-Precision Decoding and Mapping of Spinal Motor Neurons to Reveal Hand Control.
CoRR
Agnese Grison, Jaime Ibáñez Pereda, Silvia Muceli, Aritra Kundu, Farah Baracat, Giacomo Indiveri, Elisa Donati, Dario Farina
2024 A* conf
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios.
NeurIPS
Shihan Ma, Bo Hu, Tianyu Jia, Alexander Kenneth Clarke, Blanka Zicher, Arnault H. Caillet, Dario Farina, José C. Príncipe
2024 J jnl
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios.
CoRR
Shihan Ma, Bo Hu, Tianyu Jia, Alexander Kenneth Clarke, Blanka Zicher, Arnault H. Caillet, Dario Farina, José C. Príncipe
2024 J jnl
Leveraging High-Density EMG to Investigate Bipolar Electrode Placement for Gait Prediction Models.
IEEE Trans. Hum. Mach. Syst.
Balint K. Hodossy, Annika S. Guez, Shibo Jing, Weiguang Huo, Ravi Vaidyanathan, Dario Farina
2024 — conf
Leveraging Motor Unit Spatial Activation Patterns for Channel Selection in Finger Force Regression.
EMBC
Farah Baracat, Marcello Zanghieri, Luca Benini, Dario Farina, Giacomo Indiveri, Simone Benatti, Elisa Donati
2024 C conf
Live Demonstration: A Wearable Eight-Channel A-Mode Ultrasound System for Hand Gesture Recognition and Interactive Gaming.
ISCAS
Yaohua Zhang, Bruno Grandi Sgambato, Jiaxing Zhang, Anette Jakob, Marc Fournelle, Mohamad Rahal, Meng-Xing Tang, Dario Farina, Dai Jiang, Andreas Demosthenous
2024 J jnl
Low-Frequency Motor Cortex EEG Predicts Four Rates of Force Development.
IEEE Trans. Haptics
Rory O'Keeffe, Seyed Yahya Shirazi, Alessandro Del Vecchio, Jaime Ibáñez, Natalie Mrachacz-Kersting, Ramin Bighamian, John-Ross Rizzo, Dario Farina, Seyed Farokh Atashzar
2024 J jnl
NeuroMotion: Open-source platform with neuromechanical and deep network modules to generate surface EMG signals during voluntary movement.
PLoS Comput. Biol.
Shihan Ma, Irene Mendez Guerra, Arnault H. Caillet, Jiamin Zhao, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina
2024 J jnl
Separation of Neural Drives to Muscles from Transferred Polyfunctional Nerves using Implanted Micro-electrode Arrays.
CoRR
Laura Ferrante, Anna Bösendorfer, Deren Yusuf Barsakcioglu, Benedikt Baumgartner, Yazan Al-Ajam, Alex Woollard, Norbert Venantius Kang, Oskar Aszmann, Dario Farina
2024 J jnl
Space Physiology and Technology: Musculoskeletal Adaptations, Countermeasures, and the Opportunity for Wearable Robotics.
CoRR
Shamas Ul Ebad Khan, Rejin John Varghese, Panagiotis Kassanos, Dario Farina, Etienne Burdet
2024 J jnl
Spatial Adaptation Layer: Interpretable Domain Adaptation For Biosignal Sensor Array Applications.
CoRR
João Pereira, Michael Alummoottil, Dimitrios Halatsis, Dario Farina
2024 J jnl
Tackling Electrode Shift In Gesture Recognition with HD-EMG Electrode Subsets.
CoRR
João Pereira, Dimitrios Chalatsis, Balint Hodossy, Dario Farina
2024 Misc conf
Tackling Electrode Shift in Gesture Recognition with HD-EMG Electrode Subsets.
ICASSP
João Pereira, Dimitrios Halatsis, Balint Hodossy, Dario Farina
2024 J jnl
The Future of Bionic Limbs: The untapped synergy of signal processing, control, and wireless connectivity.
IEEE Signal Process. Mag.
Federico Chiariotti, Pranav Mamidanna, Suraj Suman, Cedomir Stefanovic, Dario Farina, Petar Popovski, Strahinja Dosen
2024 J jnl
Toward Impedance Control in Human-Machine Interfaces for Upper-Limb Prostheses.
IEEE Trans. Biomed. Eng.
Laura Ferrante, Mohan Sridharan, Claudio Zito, Dario Farina
2024 J jnl
Ultrasound as a Neurorobotic Interface: A Review.
IEEE Trans. Syst. Man Cybern. Syst.
Xingchen Yang, Claudio Castellini, Dario Farina, Honghai Liu
2024 J jnl
Unlocking the Full Potential of High-Density Surface EMG: Novel Non-Invasive High-Yield Motor Unit Decomposition.
CoRR
Agnese Grison, Irene Mendez Guerra, Alexander Kenneth Clarke, Silvia Muceli, Jaime Ibáñez Pereda, Dario Farina
2024 J jnl
Wearable robots for the real world need vision.
Sci. Robotics
Letizia Gionfrida, Daekyum Kim, Davide Scaramuzza, Dario Farina, Robert D. Howe
2023 — conf
A Four-Channel Analog Front-End ASIC for Wearable A-Mode Ultrasound Hand Kinematic Tracking Applications.
BioCAS
Yaohua Zhang, Bruno Grandi Sgambato, Mohamad Rahal, Meng-Xing Tang, Dario Farina, Dai Jiang, Andreas Demosthenous
2023 J jnl
A Human-Machine Joint Learning Framework to Boost Endogenous BCI Training.
CoRR
Hanwen Wang, Yu Qi, Lin Yao, Yueming Wang, Dario Farina, Gang Pan
2023 J jnl
An Accurate and Real-Time Method for Resolving Superimposed Action Potentials in MultiUnit Recordings.
IEEE Trans. Biomed. Eng.
Mehdi Shirzadi, Hamid R. Marateb, Kevin C. McGill, Silvia Muceli, Miguel Ángel Mañanas, Dario Farina
2023 J jnl
Biomechanical Analysis of Body Movements of Myoelectric Prosthesis Users During Standardized Clinical Tests.
IEEE Trans. Biomed. Eng.
Ivan Vujaklija, Moon Ki Jung, Timothy Hasenoehrl, Aidan D. Roche, Agnes Sturma, Silvia Muceli, Richard Crevenna, Oskar C. Aszmann, Dario Farina
2023 J jnl
Classification of Kinematic and Electromyographic Signals Associated with Pathological Tremor Using Machine and Deep Learning.
Entropy
Alejandro Pascual-Valdunciel, Víctor Lopo-Martínez, Alberto J. Beltrán-Carrero, Rafael Sendra-Arranz, Miguel González-Sánchez, Javier Ricardo Pérez-Sánchez, Francisco Grandas, Dario Farina, José Luis Pons, Filipe Oliveira Barroso, Álvaro Gutiérrez
2023 J jnl
Mapping Intrinsic and Extrinsic Muscle Myoelectric Activity During Natural Dynamic Movements Into Finger and Wrist Kinematics Using Deep Learning Prediction Models.
IEEE Trans. Hum. Mach. Syst.
Marcus Panchal, Simone Tanzarella, Moon Ki Jung, Dario Farina
2023 — conf
Mental Tasks Modulate Motor-Units Above 10 Hz and are a Potential Control Signal for Movement Augmentation: a Preliminary Study.
EMBC
Patrick Ofner, Meng-Jung Lee, Dario Farina, Carsten Mehring
2023 J jnl
Motoneuron-driven computational muscle modelling with motor unit resolution and subject-specific musculoskeletal anatomy.
PLoS Comput. Biol.
Arnault H. Caillet, Andrew T. M. Phillips, Dario Farina, Luca Modenese
2023 J jnl
Multi-Attention Feature Fusion Network for Accurate Estimation of Finger Kinematics From Surface Electromyographic Signals.
IEEE Trans. Hum. Mach. Syst.
Weiyu Guo, Ning Jiang, Dario Farina, Jingyong Su, Zheng Wang, Chuang Lin, Hui Xiong
2023 J jnl
Simultaneous and Proportional Real-Time Myocontrol of Up to Three Degrees of Freedom of the Wrist and Hand.
IEEE Trans. Biomed. Eng.
Markus Nowak, Ivan Vujaklija, Agnes Sturma, Claudio Castellini, Dario Farina
2023 — conf
Transferring Gait Predictors Across EMG Acquisition Systems with Domain Adaptation.
ICORR
Annika Guez, Balint Hodossy, Dario Farina, Ravi Vaidyanathan
2023 J jnl
Unsupervised neural decoding of signals recorded by thin-film electrode arrays implanted in muscles using autoencoding with a physiologically derived optimisation criterion.
Biomed. Signal Process. Control.
Kenneth MacSporran Mayer, Alessandro Del Vecchio, Bjoern M. Eskofier, Dario Farina
2022 — conf
Accurate and Robust Locomotion Mode Recognition Using High-Density EMG Recordings from a Single Muscle Group.
EMBC
Shibo Jing, Hsien-Yung Huang, Ravi Vaidyanathan, Dario Farina
2022 J jnl
Analytical Modelling of Surface EMG Signals Generated by Curvilinear Fibers With Approximate Conductivity Tensor.
IEEE Trans. Biomed. Eng.
Shihan Ma, Chen Chen, Jiamin Zhao, Dong Han, Xinjun Sheng, Dario Farina, Xiangyang Zhu
2022 J jnl
Co-Adaptive Control of Bionic Limbs via Unsupervised Adaptation of Muscle Synergies.
IEEE Trans. Biomed. Eng.
Dennis Yeung, Irene Mendez Guerra, Ian Barner-Rasmussen, Emilia Siponen, Dario Farina, Ivan Vujaklija
2022 J jnl
Electrotactile and Vibrotactile Feedback Enable Similar Performance in Psychometric Tests and Closed-Loop Control.
IEEE Trans. Haptics
Jakob Lund Dideriksen, Marko Markovic, Sabrina Lemling, Dario Farina, Strahinja Dosen
2022 J jnl
Estimation of the firing behaviour of a complete motoneuron pool by combining electromyography signal decomposition and realistic motoneuron modelling.
PLoS Comput. Biol.
Arnault H. Caillet, Andrew T. M. Phillips, Dario Farina, Luca Modenese
2022 Misc conf
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism.
ICASSP
Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
2022 J jnl
Highly Accurate Real-Time Decomposition of Single Channel Intramuscular EMG.
IEEE Trans. Biomed. Eng.
Tianyi Yu, Konstantin Akhmadeev, Eric Le Carpentier, Yannick Aoustin, Dario Farina
2022 J jnl
Human Biophysics as Network Weights: Conditional Generative Models for Ultra-fast Simulation.
CoRR
Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina
2022 J jnl
Intramuscular EMG-Driven Musculoskeletal Modelling: Towards Implanted Muscle Interfacing in Spinal Cord Injury Patients.
IEEE Trans. Biomed. Eng.
Moon Ki Jung, Silvia Muceli, Camila Rodrigues de Carvalho, Álvaro Megía-García, Alejandro Pascual-Valdunciel, Antonio J. del Ama, Ángel Gil-Agudo, Juan C. Moreno, Filipe Oliveira Barroso, José Luis Pons, Dario Farina
2022 J jnl
Myolink: A 128-Channel, $\text{18 nV}/\sqrt{\text{Hz}}$, Embedded Recording System, Optimized for High-Density Surface Electromyogram Acquisition.
IEEE Trans. Biomed. Eng.
Simos Koutsoftidis, Deren Y. Barsakcioglu, Konstantinos Petkos, Dario Farina, Emmanuel M. Drakakis
2022 J jnl
Optimization of HD-sEMG-Based Cross-Day Hand Gesture Classification by Optimal Feature Extraction and Data Augmentation.
IEEE Trans. Hum. Mach. Syst.
Xinyu Jiang, Xiangyu Liu, Jiahao Fan, Xinming Ye, Chenyun Dai, Edward A. Clancy, Dario Farina, Wei Chen
2022 — conf
Simultaneous and proportional control of wrist and hand degrees of freedom with kinematic prediction models from high-density EMG.
EMBC
Milia H. Hasbani, Deren Y. Barsakcioglu, Moon Ki Jung, Dario Farina
2022 J jnl
Toward a Framework for Adaptive Impedance Control of an Upper-limb Prosthesis.
CoRR
Laura Ferrante, Mohan Sridharan, Claudio Zito, Dario Farina
2021 J jnl
Artificial Perception and Semiautonomous Control in Myoelectric Hand Prostheses Increases Performance and Decreases Effort.
IEEE Trans. Robotics
Jeremy Mouchoux, Stefano Carisi, Strahinja Dosen, Dario Farina, Arndt F. Schilling, Marko Markovic
2021 J jnl
Control of Spinal Motoneurons by Feedback From a Non-Invasive Real-Time Interface.
IEEE Trans. Biomed. Eng.
Deren Y. Barsakcioglu, Mario Bräcklein, Ales Holobar, Dario Farina
2021 J jnl
Deep Learning for Robust Decomposition of High-Density Surface EMG Signals.
IEEE Trans. Biomed. Eng.
Alexander Kenneth Clarke, Seyed Farokh Atashzar, Alessandro Del Vecchio, Deren Y. Barsakcioglu, Silvia Muceli, Paul Bentley, Filip Urh, Ales Holobar, Dario Farina
2021 J jnl
Deep Metric Learning with Locality Sensitive Angular Loss for Self-Correcting Source Separation of Neural Spiking Signals.
CoRR
Alexander Kenneth Clarke, Dario Farina
2021 J jnl
Effect of motor learning with different complexities on EEG spectral distribution and performance improvement.
Biomed. Signal Process. Control.
Susan Aliakbaryhosseinabadi, Eugen Romulus Lontis, Dario Farina, Natalie Mrachacz-Kersting
2021 J jnl
Enhancing IoT Security via Cancelable HD-sEMG-Based Biometric Authentication Password, Encoded by Gesture.
IEEE Internet Things J.
Xinyu Jiang, Xiangyu Liu, Jiahao Fan, Xinming Ye, Chenyun Dai, Edward A. Clancy, Dario Farina, Wei Chen
2021 J jnl
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism.
CoRR
Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
2021 J jnl
Human movement augmentation and how to make it a reality.
CoRR
Jonathan Eden, Mario Bräcklein, Jaime Ibáñez Pereda, Deren Yusuf Barsakcioglu, Giovanni Di Pino, Dario Farina, Etienne Burdet, Carsten Mehring
2021 J jnl
Human-Robot Interaction With Robust Prediction of Movement Intention Surpasses Manual Control.
Frontiers Neurorobotics
Sebastijan Veselic, Claudio Zito, Dario Farina
2021 J jnl
Intramuscular Stimulation of Muscle Afferents Attains Prolonged Tremor Reduction in Essential Tremor Patients.
IEEE Trans. Biomed. Eng.
Alejandro Pascual-Valdunciel, Miguel González-Sánchez, Silvia Muceli, Beatriz Adán-Barrientos, Viviana Escobar-Segura, Javier Ricardo Pérez-Sánchez, Moon Ki Jung, Andreas Schneider, Klaus-Peter Hoffmann, Juan Camilo Moreno, Francisco Grandas, Dario Farina, José Luis Pons, Filipe Oliveira Barroso
2021 J jnl
Modelling and Analysis of Magnetic Fields from Skeletal Muscle for Valuable Physiological Measurements.
CoRR
Siming Zuo, Kianoush Nazarpour, Dario Farina, Philip Broser, Hadi Heidari
2021 J jnl
Noninvasive Neural Interfacing With Wearable Muscle Sensors: Combining Convolutive Blind Source Separation Methods and Deep Learning Techniques for Neural Decoding.
IEEE Signal Process. Mag.
Ales Holobar, Dario Farina
2021 J jnl
Prosthetic Embodiment and Body Image Changes in Patients Undergoing Bionic Reconstruction Following Brachial Plexus Injury.
Frontiers Neurorobotics
Agnes Sturma, Laura Hruby, Anna Bösendorfer, Anna Pittermann, Stefan Salminger, Clemens Gstoettner, Olga Politikou, Ivan Vujaklija, Dario Farina, Oskar C. Aszmann
2021 J jnl
Signal Processing for Neurorehabilitation and Assistive Technologies [From the Guest Editors].
IEEE Signal Process. Mag.
Dario Farina, Arash Mohammadi, Tülay Adali, Nitish V. Thakor, Konstantinos N. Plataniotis
2021 J jnl
TEMGNet: Deep Transformer-based Decoding of Upperlimb sEMG for Hand Gestures Recognition.
CoRR
Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
2020 J jnl
A Multimodal Intention Detection Sensor Suite for Shared Autonomy of Upper-Limb Robotic Prostheses.
Sensors
Marcus Gardner, C. Sebastian Mancero Castillo, Samuel Wilson, Dario Farina, Etienne Burdet, Boo Cheong Khoo, Seyed Farokh Atashzar, Ravi Vaidyanathan
2020 J jnl
Adaptive Real-Time Identification of Motor Unit Discharges From Non-Stationary High-Density Surface Electromyographic Signals.
IEEE Trans. Biomed. Eng.
Chen Chen, Shihan Ma, Xinjun Sheng, Dario Farina, Xiangyang Zhu
2020 — conf
Comparison of Intramuscular and Surface Electromyography Recordings Towards the Control of Wearable Robots for Incomplete Spinal Cord Injury Rehabilitation.
BioRob
Camila Rodrigues de Carvalho, Marvin Fernandeéz, Álvaro Megía, Natalia Comino, Antonio J. del Ama, Ángel Gil-Agudo, Moon Ki Jung, Silvia Muceli, Dario Farina, Juan C. Moreno, José Luis Pons, Filipe O. Barroso
2020 J jnl
Dual-Parameter Modulation Improves Stimulus Localization in Multichannel Electrotactile Stimulation.
IEEE Trans. Haptics
Lucia Seminara, Hoda Fares, Marta Franceschi, Maurizio Valle, Matija Strbac, Dario Farina, Strahinja Dosen
2020 J jnl
Editorial: Autonomy and Intelligence in Neurorehabilitation Robotic and Prosthetic Technologies.
J. Medical Robotics Res.
Seyed Farokh Atashzar, Mahdi Tavakoli, Dario Farina, Rajni V. Patel
2020 J jnl
Energetic Passivity Decoding of Human Hip Joint for Physical Human-Robot Interaction.
IEEE Robotics Autom. Lett.
Seyed Farokh Atashzar, Hsieng-Yung Huang, Fulvia Del Duca, Etienne Burdet, Dario Farina
2020 J jnl
FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography.
CoRR
Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
2020 J jnl
Hand gesture recognition based on motor unit spike trains decoded from high-density electromyography.
Biomed. Signal Process. Control.
Chen Chen, Yang Yu, Shihan Ma, Xinjun Sheng, Chuang Lin, Dario Farina, Xiangyang Zhu
2020 — conf
On the Selection of Neural Network Architecture for Supervised Motor Unit Identification from High-Density Surface EMG.
EMBC
Filip Urh, Damjan Strnad, Alex Clarke, Dario Farina, Ales Holobar
2020 J jnl
On-Line Recursive Decomposition of Intramuscular EMG Signals Using GPU-Implemented Bayesian Filtering.
IEEE Trans. Biomed. Eng.
Tianyi Yu, Konstantin Akhmadeev, Eric Le Carpentier, Yannick Aoustin, Dario Farina
2020 J jnl
Recursive Decomposition of Electromyographic Signals With a Varying Number of Active Sources: Bayesian Modeling and Filtering.
IEEE Trans. Biomed. Eng.
Tianyi Yu, Konstantin Akhmadeev, Eric Le Carpentier, Yannick Aoustin, Raphaël Gross, Yann Péréon, Dario Farina
2020 J jnl
Simulation of Motor Unit Action Potential Recordings From Intramuscular Multichannel Scanning Electrodes.
IEEE Trans. Biomed. Eng.
Konstantin Akhmadeev, Tianyi Yu, Eric Le Carpentier, Yannick Aoustin, Dario Farina
2020 — conf
Subject-Specific EMG Modeling with Multiple Muscles: A Preliminary Study.
EMBC
Shihan Ma, Chen Chen, Dong Han, Xinjun Sheng, Dario Farina, Xiangyang Zhu
2020 J jnl
The Interaction Between Feedback Type and Learning in Routine Grasping With Myoelectric Prostheses.
IEEE Trans. Haptics
Meike A. Wilke, Cornelia Hartmann, Felix Schimpf, Dario Farina, Strahinja Dosen
2020 J jnl
Toward Universal Neural Interfaces for Daily Use: Decoding the Neural Drive to Muscles Generalises Highly Accurate Finger Task Identification Across Humans.
IEEE Access
Martyna Stachaczyk, Seyed Farokh Atashzar, Sigrid S. G. Dupan, Ivan Vujaklija, Dario Farina
2020 J jnl
Wearable Dual-Frequency Vibrotactile System for Restoring Force and Stiffness Perception.
IEEE Trans. Haptics
Timothee Gathmann, Seyed Farokh Atashzar, Patrick G. Sagastegui Alva, Dario Farina
2019 — conf
A high-density surface EMG framework for the study of motor neurons controlling the intrinsic and extrinsic muscles of the hand.
EMBC
Simone Tanzarella, Silvia Muceli, Alessandro Del Vecchio, Andrea Casolo, Dario Farina
2019 — conf
A wearable neural interface for detecting and decoding attempted hand movements in a person with tetraplegia.
EMBC
Jordyn Ting, Alessandro Del Vecchio, David A. Friedenberg, Monica Liu, Caroline Schoenewald, Devapratim Sarma, Jennifer L. Collinger, Sam C. Colachis IV, Gaurav Sharma, Dario Farina, Douglas J. Weber
2019 — conf
Adaptive learning in the detection of Movement Related Cortical Potentials improves usability of associative Brain-Computer Interfaces.
EMBC
Emma Colamarino, Silvia Muceli, Jaime Ibáñez, Natalie Mrachacz-Kersting, Donatella Mattia, Febo Cincotti, Dario Farina
2019 J jnl
Amplitude cancellation influences the association between frequency components in the neural drive to muscle and the rectified EMG signal.
PLoS Comput. Biol.
Jakob Lund Dideriksen, Dario Farina
2019 — conf
An Online Spectral Information-Enhanced Approach for Artifact Detection and Fault Attentuation in Myoelectric Control.
ICORR
Martyna Stachaczyk, Seyed Farokh Atashzar, Dario Farina
2019 — conf
Can Multi-DoF Training Improve Robustness of Muscle Synergy Inspired Myocontrollers?
ICORR
Dennis Yeung, Dario Farina, Ivan Vujaklija
2019 J jnl
Classification of Movement Preparation Between Attended and Distracted Self-Paced Motor Tasks.
IEEE Trans. Biomed. Eng.
Susan Aliakbaryhosseinabadi, Ernest Nlandu Kamavuako, Ning Jiang, Dario Farina, Natalie Mrachacz-Kersting
2019 J jnl
Directional Forgetting for Stable Co-Adaptation in Myoelectric Control.
Sensors
Dennis Yeung, Dario Farina, Ivan Vujaklija
2019 — conf
Investigation of The Neural Drive During Vibration Exercise by High-density Surface-electromyography.
EMBC
Lin Xu, Francesco Negro, Chiara Rabotti, Dario Farina, Massimo Mischi
2019 J jnl
Long-term implant of intramuscular sensors and nerve transfers for wireless control of robotic arms in above-elbow amputees.
Sci. Robotics
Stefan Salminger, Agnes Sturma, Christian Hofer, Melissa Evangelista, Mike Perrin, Konstantin Bergmeister, Aidan D. Roche, Timothy Hasenoehrl, Hans Dietl, Dario Farina, Oskar C. Aszmann
2019 — conf
Modulation of Cortical Excitability with BCI for Stroke Rehabilitation.
BCI
Natalie Mrachacz-Kersting, Dario Farina
2019 — conf
Modulation of reciprocal inhibition at the wrist as a neurophysiological correlate of tremor suppression: a pilot healthy subject study.
EMBC
Alejandro Pascual-Valdunciel, Filipe O. Barroso, Silvia Muceli, Julian Taylor, Dario Farina, José Luis Pons
2019 — conf
Multiclass Detection and Tracking of Transient Motor Activation based on Decomposed Myoelectric Signals.
NER
Martyna Stachaczyk, Seyed Farokh Atashzar, Sigrid S. G. Dupan, Ivan Vujaklija, Dario Farina
2019 — ch.
Online Adaptive Synchronous BCI System with Attention Variations.
Brain-Computer Interface Research (7)
Susan Aliakbaryhosseinabadi, Ernest Nlandu Kamavuako, Ning Jiang, Dario Farina, Natalie Mrachacz-Kersting
2019 J jnl
Online Finger Control Using High-Density EMG and Minimal Training Data for Robotic Applications.
IEEE Robotics Autom. Lett.
Michele Barsotti, Sigrid S. G. Dupan, Ivan Vujaklija, Strahinja Dosen, Antonio Frisoli, Dario Farina
2019 J jnl
Sensory Stimulation Training for BCI System Based on Somatosensory Attentional Orientation.
IEEE Trans. Biomed. Eng.
Lin Yao, Xinjun Sheng, Natalie Mrachacz-Kersting, Xiangyang Zhu, Dario Farina, Ning Jiang
2019 J jnl
Tactile Stimulation Improves Sensorimotor Rhythm-Based BCI Performance in Stroke Patients.
IEEE Trans. Biomed. Eng.
Xiaokang Shu, Shugeng Chen, Jianjun Meng, Lin Yao, Xinjun Sheng, Jie Jia, Dario Farina, Xiangyang Zhu
2018 — conf
A real-time surface EMG decomposition system for non-invasive human-machine interfaces.
BioCAS
Deren Y. Barsakcioglu, Dario Farina
2018 J jnl
Decoding Covert Somatosensory Attention by a BCI System Calibrated With Tactile Sensation.
IEEE Trans. Biomed. Eng.
Lin Yao, Xinjun Sheng, Natalie Mrachacz-Kersting, Xiangyang Zhu, Dario Farina, Ning Jiang
2018 J jnl
Estimation of Neuromuscular Primitives from EEG Slow Cortical Potentials in Incomplete Spinal Cord Injury Individuals for a New Class of Brain-Machine Interfaces.
Frontiers Comput. Neurosci.
Andrés Úbeda, José Maria Azorín, Dario Farina, Massimo Sartori
2018 — conf
Estimation of Phantom Limb Musculoskeletal Mechanics After Targeted Muscle Reinnervation: Towards Online Model-Based Control of Myoelectric Bionic Limbs.
BioRob
Massimo Sartori, Dario Farina
2018 C conf
Live Demonstration: Electrotactile feedback from an electronic skin through flexible electrode matrix.
ISCAS
Marta Franceschi, Lucia Seminara, Strahinja Dosen, Luigi Pinna, Luigi Fares, Moustafa Saleh, Maurizio Valle, Dario Farina
2018 — conf
Live Demonstration: System based on Electronic Skin and Cutaneous Electrostimulation for Sensory Feedback in Prosthetics.
BioCAS
Mohamad Alameh, Moustafa Saleh, Flavio Ansovini, Hoda Fares, Ali Ibrahim, Marta Franceschi, Lucia Seminara, Maurizio Valle, Strahinja Dosen, Dario Farina
2018 J jnl
Multiday EMG-Based Classification of Hand Motions with Deep Learning Techniques.
Sensors
Muhammad Zia ur Rehman, Asim Waris, Syed Omer Gilani, Mads Jochumsen, Imran Khan Niazi, Mohsin Jamil, Dario Farina, Ernest Nlandu Kamavuako
2018 J jnl
Robust Real-Time Musculoskeletal Modeling Driven by Electromyograms.
IEEE Trans. Biomed. Eng.
Guillaume Durandau, Dario Farina, Massimo Sartori
2018 J jnl
Simultaneous control of multiple functions of bionic hand prostheses: Performance and robustness in end users.
Sci. Robotics
Meike A. Schweisfurth, Mario Koppe, Dario Farina
2017 — ch.
A Brain-Computer-Interface to Combat Musculoskeletal Pain.
Brain-Computer Interface Research (5)
Natalie Mrachacz-Kersting, Lin Yao, Sabata Gervasio, Ning Jiang, T. S. Palsson, Thomas Graven-Nielsen, Deborah Falla, Kim Dremstrup, Dario Farina
2017 J jnl
A Real-Time Method for Decoding the Neural Drive to Muscles Using Single-Channel Intra-Muscular EMG Recordings.
Int. J. Neural Syst.
Saeed Karimimehr, Hamid R. Marateb, Silvia Muceli, Marjan Mansourian, Miguel Ángel Mañanas, Dario Farina
2017 J jnl
A System for Electrotactile Feedback Using Electronic Skin and Flexible Matrix Electrodes: Experimental Evaluation.
IEEE Trans. Haptics
Marta Franceschi, Lucia Seminara, Strahinja Dosen, Matija Strbac, Maurizio Valle, Dario Farina
2017 — conf
Closed-loop EMG-informed model-based analysis of human musculoskeletal mechanics on rough terrains.
ICORR
C. Varotto, Zimi Sawacha, Leonardo Gizzi, Dario Farina, Massimo Sartori
2017 — conf
Common Spatial Pattern with Polarity Check for reducing delay latency in detection of MRCP based BCI system.
NER
Lin Yao, Mei Lin Chen, Xinjun Sheng, Natalie Mrachacz-Kersting, Xiangyang Zhu, Dario Farina, Ning Jiang
2017 — conf
Cortical oscillatory dynamics of tactile selective sensation - for a novel type of somatosensory Brain-computer Interface.
EMBC
Lin Yao, Mei Lin Chen, Xinjun Sheng, Natalie Mrachacz-Kersting, Xiangyang Zhu, Dario Farina, Ning Jiang
2017 — conf
Detection of Attention alteration of BCI Users based on EEG Analysis.
GBCIC
Susan Aliakbaryhosseinabadi, Ernest Nlandu Kamavuako, Ning Jiang, Dario Farina, Natalie Mrachacz-Kersting
2017 — conf
Distributed Sensing and Stimulation Systems for Sense of Touch Restoration in Prosthetics.
NGCAS
Hoda Fares, Lucia Seminara, Ali Ibrahim, Marta Franceschi, Luigi Pinna, Maurizio Valle, Strahinja Dosen, Dario Farina
2017 — conf
Effect of attention division on movement detection and execution in dual-task conditions.
NER
Susan Aliakbaryhosseinabadi, Ernest Nlandu Kamavuako, Dario Farina, Natalie Mrachacz-Kersting
2017 — conf
Electromechanical delay in the tibialis anterior muscle during time-varying ankle dorsiflexion.
ICORR
Andrés Úbeda, Alessandro Del Vecchio, Massimo Sartori, Santiago T. Puente, Fernando Torres Medina, José Maria Azorín, Dario Farina
2017 C conf
Electronic skin and electrocutaneous stimulation to restore the sense of touch in hand prosthetics.
ISCAS
Lucia Seminara, Marta Franceschi, Luigi Pinna, Ali Ibrahim, Maurizio Valle, Strahinja Dosen, Dario Farina
2017 — conf
Enhanced CSP Spatial filtering for Improved motor imagery BCI Performance by Integrating the Sensation-induced Neurophysiological Prior.
GBCIC
Lin Yao, Mei Lin Chen, Xinjun Sheng, Natalie Mrachacz-Kersting, Xiangyang Zhu, Dario Farina, Ning Jiang
2017 — conf
Evaluating the effectiveness of different external cues on non-invasive brain-computer interfaces.
EMBC
Sarah Pearce, Jennifer Boger, Natalie Mrachacz-Kersting, Dario Farina, Ning Jiang
2017 J jnl
Humans Can Integrate Augmented Reality Feedback in Their Sensorimotor Control of a Robotic Hand.
IEEE Trans. Hum. Mach. Syst.
Francesco Clemente, Strahinja Dosen, Luca Lonini, Marko Markovic, Dario Farina, Christian Cipriani
2017 — conf
Influence of Spontaneous Rhythm on Movement-Related Cortical Potential - A Preliminary Neurofeedback Study.
HCI (14)
Lin Yao, Mei Lin Chen, Xinjun Sheng, Natalie Mrachacz-Kersting, Xiangyang Zhu, Dario Farina, Ning Jiang
2017 — conf
Longitudinal high-density EMG classification: Case study in a glenohumeral TMR subject.
ICORR
Meike A. Schweisfurth, Jennifer Ernst, Ivan Vujaklija, Arndt F. Schilling, Dario Farina, Oskar C. Aszmann, Gunther Felmerer
2017 — conf
Simulations of high-density surface electromyograms in dynamic muscle contractions.
EMBC
Vojko Glaser, Dario Farina, Ales Holobar
2017 — conf
Tactile Stimulation Training to Enhance MRCP Detection in Chronic Stroke Patients.
HCI (15)
Natalie Mrachacz-Kersting, Susan Aliakbaryhosseinabadi, Martin Pedersen, Ning Jiang, Dario Farina
2017 — ch.
Towards Online Functional Brain Mapping and Monitoring During Awake Craniotomy Surgery Using ECoG-Based Brain-Surgeon Interface (BSI).
Brain-Computer Interface Research (6)
Lin Yao, Tao Xie, Z. Wu, Xinjun Sheng, D. Zhang, Ning Jiang, C. Lin, Francesco Negro, L. Chen, Natalie Mrachacz-Kersting, Xiangyang Zhu, Dario Farina
2017 J jnl
Translating Research on Myoelectric Control into Clinics - Are the Performance Assessment Methods Adequate?
Frontiers Neurorobotics
Ivan Vujaklija, Aidan D. Roche, Timothy Hasenoehrl, Agnes Sturma, Sebastian Amsuss, Dario Farina, Oskar C. Aszmann
2016 J jnl
A Novel Method to Generate Amplitude-Frequency Modulated Vibrotactile Stimulation.
IEEE Trans. Haptics
Strahinja Dosen, Andrei Ninu, Terris Yakimovich, Hans Dietl, Dario Farina
2016 — conf
A novel immersive augmented reality system for prosthesis training and assessment.
BHI
Alexander Boschmann, Strahinja Dosen, Andreas Werner, Ali Raies, Dario Farina
2016 J jnl
Characterization of Human Motor Units From Surface EMG Decomposition.
Proc. IEEE
Dario Farina, Ales Holobar
2016 — conf
Comparison of EEG spatial filters for movement related cortical potential detection.
EMBC
Fatemeh Karimi, Jonathan Kofman, Natalie Mrachacz-Kersting, Dario Farina, Ning Jiang
2016 J jnl
Corrections to "Neural Data-Driven Musculoskeletal Modeling for Personalized Neurorehabilitation Technologies".
IEEE Trans. Biomed. Eng.
Massimo Sartori, David G. Lloyd, Dario Farina
2016 J jnl
Neural Data-Driven Musculoskeletal Modeling for Personalized Neurorehabilitation Technologies.
IEEE Trans. Biomed. Eng.
Massimo Sartori, David G. Lloyd, Dario Farina
2016 — conf
Properties of the motor unit action potential shape in proximal and distal muscles of the upper limb in healthy and post-stroke individuals.
EMBC
Laura Miller McPherson, Francesco Negro, Chris K. Thompson, Laura Sánchez, Charles J. Heckman, Jules P. A. Dewald, Dario Farina
2015 — conf
A new generation of double-sided intramuscular electrodes for multi-channel recording and stimulation.
EMBC
Wigand Poppendieck, Silvia Muceli, Jakob Lund Dideriksen, Eduardo Rocon de Lima, José Luis Pons Rovira, Dario Farina, Klaus-Peter Hoffmann
2015 J jnl
A predictive model of muscle excitations based on muscle modularity for a large repertoire of human locomotion conditions.
Frontiers Comput. Neurosci.
José González-Vargas, Massimo Sartori, Strahinja Dosen, Diego Torricelli, José Luis Pons, Dario Farina
2015 J jnl
Adaptive common average filtering for myocontrol applications.
Medical Biol. Eng. Comput.
Hubertus Rehbaum, Dario Farina
2015 — conf
Classification of motor unit activity following targeted muscle reinnervation.
NER
Tamas Kapelner, Ning Jiang, Ivan Vujaklija, Oskar C. Aszmann, Ales Holobar, Dario Farina
2015 — conf
Efficacy of torque versus myocontrol for active, robotic-assisted rehabilitation of the shoulder after stroke: An experimental study.
NER
Liliana P. Paredes, Dario Farina, Yong-Il Shin, Andrea Turolla
2015 — conf
Estimating EMG signals to drive neuromusculoskeletal models in cyclic rehabilitation movements.
EMBC
Luca Tagliapietra, Michele Vivian, Massimo Sartori, Dario Farina, Monica Reggiani
2015 J jnl
Human-Machine Interfacing by Decoding the Surface Electromyogram [Life Sciences].
IEEE Signal Process. Mag.
Dario Farina, Ales Holobar
2015 — conf
Impaired regulation post-stroke of motor unit firing behavior during volitional relaxation of knee extensor torque assessed using high density surface EMG decomposition.
EMBC
Spencer A. Murphy, Reivian Berrios, P. Andrew Nelson, Francesco Negro, Dario Farina, Brian D. Schmit, Allison S. Hyngstrom
2015 — conf
Individual finger classification from surface EMG: Influence of electrode set.
EMBC
Nicolo Celadon, Strahinja Dosen, Marco Paleari, Dario Farina, Paolo Ariano
2015 — conf
Influence of external cues on synchronized Brain-Computer Interface based on movement related cortical potentials.
NER
Heiko Scheel, Ren Xu, Ning Jiang, Natalie Mrachacz-Kersting, Kim Dremstrup, Dario Farina
2015 — conf
Preliminary evaluation of the tactile feedback system based on artificial skin and electrotactile stimulation.
EMBC
Marta Franceschi, Lucia Seminara, Luigi Pinna, Strahinja Dosen, Dario Farina, Maurizio Valle
2015 — conf
Robustness of movement detection techniques from motor execution: Single trial movement related cortical potential.
NER
Susan Aliakbaryhosseinabadi, Ning Jiang, Laura Petrini, Dario Farina, Kim Dremstrup, Natalie Mrachacz-Kersting
2015 A* conf
Simultaneous myoelectric control of a robot arm using muscle synergy-inspired inputs from high-density electrode grids.
ICRA
Mark Ison, Ivan Vujaklija, Bryan Whitsell, Dario Farina, Panagiotis K. Artemiadis
2015 — ch.
The Changing Brain: Bidirectional Learning Between Algorithm and User.
Brain-Computer Interface Research (4)
Natalie Mrachacz-Kersting, Ning Jiang, Susan Aliakbaryhosseinabadi, Ren Xu, Laura Petrini, Eugen Romulus Lontis, Kim Dremstrup, Dario Farina
2015 — conf
Theoretical Model and Experimental Validation of the estimated proportions of common and independent input to motor neurons.
EMBC
Anna Margherita Castronovo, Francesco Negro, Dario Farina
2015 J jnl
Time-varying delay estimators for measuring muscle fiber conduction velocity from the surface electromyogram.
Biomed. Signal Process. Control.
Philippe Ravier, Dario Farina, Olivier Buttelli
2015 — conf
Wireless radio channel for intramuscular electrode implants in the control of upper limb prostheses.
EMBC
Antonietta Stango, Kamya Yekeh Yazdandoost, Dario Farina
2014 J jnl
A Closed-Loop Brain-Computer Interface Triggering an Active Ankle-Foot Orthosis for Inducing Cortical Neural Plasticity.
IEEE Trans. Biomed. Eng.
Ren Xu, Ning Jiang, Natalie Mrachacz-Kersting, Chuang Lin, Guillermo Asin Prieto, Juan C. Moreno, José Luis Pons, Kim Dremstrup, Dario Farina
2014 J jnl
A hybrid intelligent system for diagnosing microalbuminuria in type 2 diabetes patients without having to measure urinary albumin.
Comput. Biol. Medicine
Hamid R. Marateb, Marjan Mansourian, Elham Faghihimani, Masoud Amini, Dario Farina
2014 — ch.
An Accurate, Versatile, and Robust Brain Switch for Neurorehabilitation.
Brain-Computer Interface Research (3)
Ning Jiang, Natalie Mrachacz-Kersting, Ren Xu, Kim Dremstrup, Dario Farina
2014 — conf
Benchmarking Human-Like Posture and Locomotion of Humanoid Robots: A Preliminary Scheme.
Living Machines
Diego Torricelli, S. M. Mizanoor Rahman, José González-Vargas, Vittorio Lippi, Georg Hettich, Lorenz Assländer, Maarten Weckx, Bram Vanderborght, Strahinja Dosen, Massimo Sartori, Jie Zhao, Steffen Schütz, Qi Liu, Thomas Mergner, Dirk Lefeber, Dario Farina, Karsten Berns, José Luis Pons
2014 — conf
Covariate shift adaptation in EMG pattern recognition for prosthetic device control.
EMBC
Marina M.-C. Vidovic, Liliana P. Paredes, Han-Jeong Hwang, Sebastian Amsüss, Jaspar Pahl, Janne Mathias Hahne, Bernhard Graimann, Dario Farina, Klaus-Robert Müller
2014 J jnl
Denoising and compression of intracortical signals with a modified MDL criterion.
Medical Biol. Eng. Comput.
Elias S. G. Carotti, Vahid Shalchyan, Winnie Jensen, Dario Farina
2014 J jnl
Enhanced Low-Latency Detection of Motor Intention From EEG for Closed-Loop Brain-Computer Interface Applications.
IEEE Trans. Biomed. Eng.
Ren Xu, Ning Jiang, Chuang Lin, Natalie Mrachacz-Kersting, Kim Dremstrup, Dario Farina
2014 — conf
Extending mode switching to multiple degrees of freedom in hand prosthesis control is not efficient.
EMBC
Sebastian Amsuess, Peter M. Goebel, Bernhard Graimann, Dario Farina
2014 J jnl
Hierarchical Bayes based Adaptive Sparsity in Gaussian Mixture Model.
Pattern Recognit. Lett.
Binghui Wang, Chuang Lin, Xin Fan, Ning Jiang, Dario Farina
2014 — conf
High-density surface EMG decomposition allows for recording of motor unit discharge from proximal and distal flexion synergy muscles simultaneously in individuals with stroke.
EMBC
Laura C. Miller, Christopher K. Thompson, Francesco Negro, Charles J. Heckman, Dario Farina, Julius P. A. Dewald
2014 J jnl
HyVE - Hybrid Vibro-ElectrotactileStimulation - Is an Efficient Approachto Multi-Channel Sensory Feedback.
IEEE Trans. Haptics
Marco D'Alonzo, Strahinja Dosen, Christian Cipriani, Dario Farina
2014 — conf
Power spectrum of the rectified EMG: Influence of motor unit action potential shapes.
EMBC
Francesco Negro, Kevin Keenan, Dario Farina
2014 J jnl
Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography.
Frontiers Neurorobotics
Claudio Castellini, Panagiotis K. Artemiadis, Michael Wininger, Arash Ajoudani, Merkur Alimusaj, Antonio Bicchi, Barbara Caputo, William Craelius, Strahinja Dosen, Kevin B. Englehart, Dario Farina, Arjan Gijsberts, Sasha B. Godfrey, Levi J. Hargrove, Mark Ison, Todd A. Kuiken, Marko Markovic, Patrick M. Pilarski, Rüdiger Rupp, Erik J. Scheme
2014 J jnl
Self-Correcting Pattern Recognition System of Surface EMG Signals for Upper Limb Prosthesis Control.
IEEE Trans. Biomed. Eng.
Sebastian Amsuss, Peter M. Goebel, Ning Jiang, Bernhard Graimann, Liliana Paredes, Dario Farina
2014 — conf
Towards prosthetic systems providing comprehensive tactile feedback for utility and embodiment.
BioCAS
Cornelia Hartmann, J. Linde, Strahinja Dosen, Dario Farina, Lucia Seminara, Luigi Pinna, Maurizio Valle, Marco Capurro
2014 J jnl
Virtual Grasping: Closed-Loop Force Control Using Electrotactile Feedback.
Comput. Math. Methods Medicine
Nikola Jorgovanovic, Strahinja Dosen, Damir J. Djozic, Goran Krajoski, Dario Farina
2013 J jnl
A Novel Technology for Motion Capture Using Passive UHF RFID Tags.
IEEE Trans. Biomed. Eng.
Rasmus Krigslund, Strahinja Dosen, Petar Popovski, Jakob Lund Dideriksen, Gert Frølund Pedersen, Dario Farina
2013 J jnl
A musculoskeletal model of human locomotion driven by a low dimensional set of impulsive excitation primitives.
Frontiers Comput. Neurosci.
Massimo Sartori, Leonardo Gizzi, David G. Lloyd, Dario Farina
2013 C conf
A novel wearable vibro-tactile haptic device.
ICCE
Andrei Ninu, Strahinja Dosen, Dario Farina, Frank Rattay, Hans Dietl
2013 J jnl
Detection of movement-related cortical potentials based on subject-independent training.
Medical Biol. Eng. Comput.
Imran Khan Niazi, Ning Jiang, Mads Jochumsen, Jørgen Feldbæk Nielsen, Kim Dremstrup, Dario Farina
2013 J jnl
Effect of arm position on the prediction of kinematics from EMG in amputees.
Medical Biol. Eng. Comput.
Ning Jiang, Silvia Muceli, Bernhard Graimann, Dario Farina
2013 J jnl
Influence of the feature space on the estimation of hand grasping force from intramuscular EMG.
Biomed. Signal Process. Control.
Ernest Nlandu Kamavuako, Jakob Celander Rosenvang, Mette Frydensbjerg Bøg, Anne Smidstrup, Ema Erkocevic, Marko Jörg Niemeier, Winnie Jensen, Dario Farina
2013 — conf
Long term stability of surface EMG pattern classification for prosthetic control.
EMBC
Sebastian Amsuss, Liliana Paredes, Nina Rudigkeit, Bernhard Graimann, J. Michael Herrmann, Dario Farina
2013 — conf
Motor Unit Properties and Underlying Determinants in Pathological Tremor.
NEUROTECHNIX
Juan Alvaro Gallego, Jakob Lund Dideriksen, Ales Holobar, Juan Pablo Romero, José Luis Pons, Eduardo Rocon, Dario Farina
2013 Misc conf
Online estimation of EMG signals model based on a renewal process.
ICASSP
Jonathan Monsifrot, Eric Le Carpentier, Yannick Aoustin, Dario Farina
2013 — conf
Surface EMG pre-processing techniques for the detection of common input to motor neuron populations.
BMEI
Rok Istenic, Francesco Negro, Ales Holobar, Damjan Zazula, Dario Farina
2013 J jnl
Use of Electromyographic and Electrocardiographic Signals to Detect Sleep Bruxism Episodes in a Natural Environment.
IEEE J. Biomed. Health Informatics
Tommaso Castroflorio, Luca Mesin, Gianluca Martino Tartaglia, Chiarella Sforza, Dario Farina
2012 J jnl
A Multimodal Human-Robot Interface to Drive a Neuroprosthesis for Tremor Management.
IEEE Trans. Syst. Man Cybern. Part C
Juan Alvaro Gallego, Jaime Ibáñez, Jakob Lund Dideriksen, Jose Ignacio Serrano, M. Dolores del Castillo, Dario Farina, Eduardo Rocon de Lima
2012 J jnl
An Effective Classification Framework for Brain-Computer Interfacing Based on a Combinatoric Setting.
IEEE Trans. Signal Process.
Francesco Gianfelici, Dario Farina
2012 Misc conf
MDL-based joint denoising and compression of intracortical signals.
ICASSP
Elias S. G. Carotti, Winnie Jensen, Juan Carlos De Martin, Dario Farina
2012 J jnl
Myoelectric Control of Artificial Limbs¿Is There a Need to Change Focus? [In the Spotlight].
IEEE Signal Process. Mag.
Ning Jiang, Strahinja Dosen, Klaus-Robert Müller, Dario Farina
2012 — conf
Real time simultaneous and proportional control of multiple degrees of freedom from surface EMG: Preliminary results on subjects with limb deficiency.
EMBC
Hubertus Rehbaum, Ning Jiang, Liliana Paredes, Sebastian Amsuess, Bernhard Graimann, Dario Farina
2012 J jnl
Simultaneous and Proportional Force Estimation in Multiple Degrees of Freedom From Intramuscular EMG.
IEEE Trans. Biomed. Eng.
Ernest Nlandu Kamavuako, Kevin B. Englehart, Winnie Jensen, Dario Farina
2012 — conf
Simultaneous and proportional control of 2D wrist movements with myoelectric signals.
MLSP
Janne Mathias Hahne, Hubertus Rehbaum, Felix Bießmann, Frank C. Meinecke, Klaus-Robert Müller, Ning Jiang, Dario Farina, Lucas C. Parra
2012 J jnl
Special issue: Wearable computing and communication for e-Health.
Medical Biol. Eng. Comput.
Dario Farina, Ernestina Cianca, Nicola Marchetti, Simone Frattasi
2012 J jnl
Spike Detection and Clustering With Unsupervised Wavelet Optimization in Extracellular Neural Recordings.
IEEE Trans. Biomed. Eng.
Vahid Shalchyan, Winnie Jensen, Dario Farina
2012 — conf
Support vector regression correlates single-sweep evoked brain potentials to gastrointestinal symptoms in diabetes mellitus patients.
EMBC
Carina Graversen, Jens B. Frøkjaer, Christina Brock, Asbjørn Mohr Drewes, Dario Farina
2011 J jnl
A Model of the Surface Electromyogram in Pathological Tremor.
IEEE Trans. Biomed. Eng.
Jakob Lund Dideriksen, Roger M. Enoka, Dario Farina
2011 — conf
A modelling study on transmission of the central oscillator in tremor by a motor neuron pool.
EMBC
Juan Alvaro Gallego, Jakob Lund Dideriksen, Dario Farina, Eduardo Rocon, Ales Holobar, José Luis Pons
2011 A* conf
A soft wearable robot for tremor assessment and suppression.
ICRA
Juan Alvaro Gallego, Eduardo Rocon de Lima, Jose Luis Ibanez, Jakob Lund Dideriksen, A. D. Koutsou, Rita Paradiso, Mirjana B. Popovic, José M. Belda-Lois, Francesco Gianfelici, Dario Farina, Dejan B. Popovic, M. Manto, Tommaso D'Alessio, José Luis Pons
2011 — conf
Accuracy of a BCI based on movement-related and error potentials.
EMBC
Xavier Artusi, Imran Khan Niazi, Marie-Françoise Lucas, Dario Farina
2011 — conf
Combined multivariate matching pursuit and support vector machine: A way forward to classify single-sweep evoked potentials?
EMBC
Carina Graversen, Christina Brock, Asbjørn Mohr Drewes, Dario Farina
2011 J jnl
Covariance and Time-Scale Methods for Blind Separation of Delayed Sources.
IEEE Trans. Biomed. Eng.
Ning Jiang, Dario Farina
2011 J jnl
EMG-Based Characterization of Pathological Tremor Using the Iterated Hilbert Transform.
IEEE Trans. Biomed. Eng.
Jakob Lund Dideriksen, Francesco Gianfelici, Lana Popovic Maneski, Dario Farina
2011 — conf
LivBioSig: Development of a toolbox for online bio-signals processing and experimentation.
EMBC
T. Lorrain, Imran Khan Niazi, O. Thibergien, Ning Jiang, Dario Farina
2011 — conf
Noninvasive analysis of motor unit behavior in pathological tremor.
EMBC
Ales Holobar, Vojko Glaser, Juan Alvaro Gallego, Jakob Lund Dideriksen, Dario Farina
2011 J jnl
Performance of a Simulated Adaptive BCI Based on Experimental Classification of Movement-Related and Error Potentials.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Xavier Artusi, Imran Khan Niazi, Marie-Françoise Lucas, Dario Farina
2011 J jnl
Simultaneous and Proportional Force Estimation for Multifunction Myoelectric Prostheses Using Mirrored Bilateral Training.
IEEE Trans. Biomed. Eng.
Johnny L. G. Nielsen, Steffen Holmgaard, Ning Jiang, Kevin B. Englehart, Dario Farina, Philip A. Parker
2010 J jnl
Comparison of feature selection and classification methods for a brain-computer interface driven by non-motor imagery.
Medical Biol. Eng. Comput.
Alvaro Fuentes Cabrera, Dario Farina, Kim Dremstrup
2010 J jnl
Multichannel Intraneural and Intramuscular Techniques for Multiunit Recording and Use in Active Prostheses.
Proc. IEEE
Ken Yoshida, Dario Farina, Metin Akay, Winnie Jensen
2010 J jnl
Unsupervised Bayesian Decomposition of Multiunit EMG Recordings Using Tabu Search.
IEEE Trans. Biomed. Eng.
Di Ge, Eric Le Carpentier, Dario Farina
2009 J jnl
A Novel Criterion of Wavelet Packet Best Basis Selection for Signal Classification With Application to Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng.
Denis Vautrin, Xavier Artusi, Marie-Françoise Lucas, Dario Farina
2009 J jnl
Compression of Multidimensional Biomedical Signals With Spatial and Temporal Codebook-Excited Linear Prediction.
IEEE Trans. Biomed. Eng.
Elias S. G. Carotti, Juan Carlos De Martin, Roberto Merletti, Dario Farina
2009 J jnl
Identification of task parameters from movement-related cortical potentials.
Medical Biol. Eng. Comput.
Ying Gu, Omar Feix do Nascimento, Marie-Françoise Lucas, Dario Farina
2008 J jnl
Entropy-Based Optimization of Wavelet Spatial Filters.
IEEE Trans. Biomed. Eng.
Dario Farina, Ernest Nlandu Kamavuako, Jian Wu, Francesco Naddeo
2008 J jnl
Estimation of muscle fiber conduction velocity from two-dimensional surface EMG recordings in dynamic tasks.
Biomed. Signal Process. Control.
Dario Farina, Deborah Falla
2008 J jnl
Identification of movement-related cortical potentials with optimized spatial filtering and principal component analysis.
Biomed. Signal Process. Control.
Andreas Trøllund Boye, Ulrik Qvist Kristiansen, Martin Billinger, Omar Feix do Nascimento, Dario Farina
2008 J jnl
Longitudinal and transverse propagation of surface mechanomyographic waves generated by single motor unit activity.
Medical Biol. Eng. Comput.
Corrado Cescon, Pascal Madeleine, Dario Farina
2008 Misc conf
Matrix-based linear predictive compression of multi-channel surface emg signals.
ICASSP
Elias S. G. Carotti, Juan Carlos De Martin, Roberto Merletti, Dario Farina
2008 J jnl
Movement-Related Cortical Potentials Allow Discrimination of Rate of Torque Development in Imaginary Isometric Plantar Flexion.
IEEE Trans. Biomed. Eng.
Omar Feix do Nascimento, Dario Farina
2008 J jnl
Multi-channel surface EMG classification using support vector machines and signal-based wavelet optimization.
Biomed. Signal Process. Control.
Marie-Françoise Lucas, Adrien Gaufriau, Sylvain Pascual, Christian Doncarli, Dario Farina
2008 J jnl
Optimized Wavelets for Blind Separation of Nonstationary Surface Myoelectric Signals.
IEEE Trans. Biomed. Eng.
Dario Farina, Marie-Françoise Lucas, Christian Doncarli
2008 J jnl
Surface EMG processing: Introduction to the special issue.
Biomed. Signal Process. Control.
Roberto Merletti, Dario Farina
2008 — conf
Time-varying delay estimation with application to electromyography.
EUSIPCO
Frédéric Leclerc, Philippe Ravier, Dario Farina, J.-C. Jouanin, Olivier Buttelli
2007 — conf
ACELP-Based Compression of Multi-Channel Surface EMG Signals.
ICASSP (2)
Elias S. G. Carotti, Juan Carlos De Martin, Roberto Merletti, Dario Farina
2007 J jnl
Compression of Biomedical Signals With Mother Wavelet Optimization and Best-Basis Wavelet Packet Selection.
IEEE Trans. Biomed. Eng.
Laurent Brechet, Marie-Françoise Lucas, Christian Doncarli, Dario Farina
2007 J jnl
Estimation of Muscle Fiber Conduction Velocity With a Spectral Multidip Approach.
IEEE Trans. Biomed. Eng.
Dario Farina, Francesco Negro
2007 J jnl
Estimation of muscle fiber conduction velocity of doublet discharges.
Biomed. Signal Process. Control.
Ernest Nlandu Kamavuako, Dario Farina
2007 J jnl
Signal-dependent wavelets for electromyogram classification.
Medical Biol. Eng. Comput.
Aude Maitrot, Marie-Françoise Lucas, Christian Doncarli, Dario Farina
2006 J jnl
A finite element model for describing the effect of muscle shortening on surface EMG.
IEEE Trans. Biomed. Eng.
Luca Mesin, Michelle Joubert, Tania Hanekom, Roberto Merletti, Dario Farina
2006 J jnl
An analytical model for surface EMG generation in volume conductors with smooth conductivity variations.
IEEE Trans. Biomed. Eng.
Luca Mesin, Dario Farina
2006 — conf
Biomedical Signal Compression With Optimized Wavelets.
ICASSP (2)
Mogens Nielsen, Ernest Nlandu Kamavuako, Michael Midtgaard Andersen, Marie-Françoise Lucas, Dario Farina
2006 — conf
Compression of Surface Emg Signalswith Algebraic Code Excited Linear Prediction.
ICASSP (3)
Elias S. G. Carotti, Juan Carlos De Martin, Roberto Merletti, Dario Farina
2006 J jnl
Estimation of Motor Unit Conduction Velocity From Surface EMG Recordings by Signal-Based Selection of the Spatial Filters.
IEEE Trans. Biomed. Eng.
Luca Mesin, Francesca Tizzani, Dario Farina
2006 J jnl
Optimal wavelets for biomedical signal compression.
Medical Biol. Eng. Comput.
Mogens Nielsen, Ernest Nlandu Kamavuako, Michael Midtgaard Andersen, Marie-Françoise Lucas, Dario Farina
2006 J jnl
Spectral moments of mechanomyographic signals recorded with accelerometer and microphone during sustained fatiguing contractions.
Medical Biol. Eng. Comput.
Pascal Madeleine, Hong-you Ge, Anna Jaskólska, Dario Farina, Artur Jaskólski, Lars Arendt-Nielsen
2005 J jnl
A model for surface EMG generation in volume conductors with spherical inhomogeneities.
IEEE Trans. Biomed. Eng.
Luca Mesin, Dario Farina
2005 J jnl
Estimation of M-wave scale factor during sustained contractions at high stimulation rate.
IEEE Trans. Biomed. Eng.
Luca Mesin, Dario Farina
2005 — conf
Linear predictive coding of myoelectric signals.
ICASSP (5)
Elias S. G. Carotti, Juan Carlos De Martin, Dario Farina, Roberto Merletti
2005 J jnl
Signal-dependent wavelets for electromyogram classification.
Medical Biol. Eng. Comput.
Aude Maitrot, Marie-Françoise Lucas, Christian Doncarli, Dario Farina
2004 J jnl
A surface EMG generation model with multilayer cylindrical description of the volume conductor.
IEEE Trans. Biomed. Eng.
Dario Farina, Luca Mesin, Simone Martina, Roberto Merletti
2004 J jnl
Assessment of average muscle fiber conduction velocity from surface EMG signals during fatiguing dynamic contractions.
IEEE Trans. Biomed. Eng.
Dario Farina, Marco Pozzo, Enrico Merlo, Andrea Bottin, Roberto Merletti
2004 J jnl
Blind separation of linear instantaneous mixtures of nonstationary surface myoelectric signals.
IEEE Trans. Biomed. Eng.
Dario Farina, Cédric Févotte, Christian Doncarli, Roberto Merletti
2004 J jnl
Simulation of surface EMG signals generated by muscle tissues with inhomogeneity due to fiber pinnation.
IEEE Trans. Biomed. Eng.
Luca Mesin, Dario Farina
2003 J jnl
A fast and reliable technique for muscle activity detection from surface EMG signals.
IEEE Trans. Biomed. Eng.
Andrea Merlo, Dario Farina, Roberto Merletti
2003 J jnl
A novel approach for estimating muscle fiber conduction velocity by spatial and temporal filtering of surface EMG signals.
IEEE Trans. Biomed. Eng.
Dario Farina, Roberto Merletti
2003 J jnl
A pseudojoint estimation of time delay and scale factor for M-wave analysis.
IEEE Trans. Biomed. Eng.
Wrya Muhammad, Olivier Meste, Hervé Rix, Dario Farina
2003 J jnl
Selectivity of spatial filters for surface EMG detection from the tibialis anterior muscle.
IEEE Trans. Biomed. Eng.
Dario Farina, Lars Arendt-Nielsen, Roberto Merletti, Barbara Indino, Thomas Graven-Nielsen
2002 J jnl
Influence of anatomical, physical, and detection-system parameters on surface EMG.
Biol. Cybern.
Dario Farina, Corrado Cescon, Roberto Merletti
2001 J jnl
A model for the generation of synthetic intramuscular EMG signals to test decomposition algorithms.
IEEE Trans. Biomed. Eng.
Dario Farina, Andrea Crosetti, Roberto Merletti
2001 J jnl
A novel approach for precise simulation of the EMG signal detected by surface electrodes.
IEEE Trans. Biomed. Eng.
Dario Farina, Roberto Merletti
2001 J jnl
Concentric-ring electrode systems for noninvasive detection of single motor unit activity.
IEEE Trans. Biomed. Eng.
Dario Farina, Corrado Cescon
2000 J jnl
Noninvasive estimation of motor unit conduction velocity distribution using linear electrode arrays.
IEEE Trans. Biomed. Eng.
Dario Farina, Elena Fortunato, Roberto Merletti