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2020 – today
- 2024
[j136]Patrick G. Sagastegui Alva
, Anna Bösendorfer, Oskar C. Aszmann, Jaime Ibáñez, Dario Farina:
Excitation of natural spinal reflex loops in the sensory-motor control of hand prostheses. Sci. Robotics 9(90) (2024)- [j135]Letizia Gionfrida, Daekyum Kim, Davide Scaramuzza, Dario Farina, Robert D. Howe:
Wearable robots for the real world need vision. Sci. Robotics 9(90) (2024) - [j134]Rejin John Varghese, Matteo Pizzi, Aritra Kundu, Agnese Grison, Etienne Burdet, Dario Farina:
Design, Fabrication and Evaluation of a Stretchable High-Density Electromyography Array. Sensors 24(6): 1810 (2024) - [j133]Bruno Grandi Sgambato, Milia H. Hasbani, Deren Y. Barsakcioglu, Jaime Ibáñez, Anette Jakob, Marc Fournelle, Meng-Xing Tang, Dario Farina:
High Performance Wearable Ultrasound as a Human-Machine Interface for Wrist and Hand Kinematic Tracking. IEEE Trans. Biomed. Eng. 71(2): 484-493 (2024) - [j132]Emma Lubel, Robin Rohlén, Bruno Grandi Sgambato, Deren Y. Barsakcioglu, Jaime Ibáñez, Meng-Xing Tang, Dario Farina:
Accurate Identification of Motoneuron Discharges From Ultrasound Images Across the Full Muscle Cross-Section. IEEE Trans. Biomed. Eng. 71(5): 1466-1477 (2024) - [j131]Laura Ferrante, Mohan Sridharan, Claudio Zito, Dario Farina:
Toward Impedance Control in Human-Machine Interfaces for Upper-Limb Prostheses. IEEE Trans. Biomed. Eng. 71(9): 2630-2641 (2024) - [j130]Alexander Kenneth Clarke, Dario Farina:
Deep Metric Learning With Locality Sensitive Mining for Self-Correcting Source Separation of Neural Spiking Signals. IEEE Trans. Cybern. 54(3): 1366-1376 (2024) - [j129]Balint K. Hodossy, Annika S. Guez, Shibo Jing, Weiguang Huo, Ravi Vaidyanathan, Dario Farina:
Leveraging High-Density EMG to Investigate Bipolar Electrode Placement for Gait Prediction Models. IEEE Trans. Hum. Mach. Syst. 54(2): 192-201 (2024) - [j128]Xingchen Yang, Claudio Castellini, Dario Farina, Honghai Liu:
Ultrasound as a Neurorobotic Interface: A Review. IEEE Trans. Syst. Man Cybern. Syst. 54(6): 3534-3546 (2024) - [c80]Joao Pereira, Dimitrios Halatsis, Balint Hodossy, Dario Farina:
Tackling Electrode Shift in Gesture Recognition with HD-EMG Electrode Subsets. ICASSP 2024: 1786-1790 - [c79]Yaohua Zhang, Bruno Grandi Sgambato, Jiaxing Zhang, Anette Jakob, Marc Fournelle, Mohamad Rahal, Meng-Xing Tang, Dario Farina, Dai Jiang, Andreas Demosthenous:
Live Demonstration: A Wearable Eight-Channel A-Mode Ultrasound System for Hand Gesture Recognition and Interactive Gaming. ISCAS 2024: 1 - [i14]Joao Pereira, Dimitrios Chalatsis, Balint Hodossy, Dario Farina:
Tackling Electrode Shift In Gesture Recognition with HD-EMG Electrode Subsets. CoRR abs/2401.02773 (2024) - [i13]Rejin John Varghese, Man-Yan Tong, Isabella Szczech, Peter Bryan, Dario Farina, Etienne Burdet:
Design and Preliminary Evaluation of a Torso Stabiliser for Individuals with Spinal Cord Injury. CoRR abs/2403.17531 (2024) - [i12]Rejin John Varghese, Matteo Pizzi, Aritra Kundu, Agnese Grison, Etienne Burdet, Dario Farina:
Design, Fabrication and Evaluation of a Stretchable High-Density Electromyography Array. CoRR abs/2403.20117 (2024) - [i11]Shamas Ul Ebad Khan, Rejin John Varghese, Panagiotis Kassanos, Dario Farina, Etienne Burdet:
Space Physiology and Technology: Musculoskeletal Adaptations, Countermeasures, and the Opportunity for Wearable Robotics. CoRR abs/2404.03363 (2024) - [i10]Alexander Kenneth Clarke, Agnese Grison, Irene Mendez Guerra, Pranav Mamidanna, Shihan Ma, Silvia Muceli, Dario Farina:
HarmonICA: Neural non-stationarity correction and source separation for motor neuron interfaces. CoRR abs/2406.19581 (2024) - 2023
- [j127]Kenneth MacSporran Mayer, Alessandro Del Vecchio, Bjoern M. Eskofier, Dario Farina:
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. 86(Part B): 105178 (2023) - [j126]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:
Classification of Kinematic and Electromyographic Signals Associated with Pathological Tremor Using Machine and Deep Learning. Entropy 25(1): 114 (2023) - [j125]Arnault H. Caillet, Andrew T. M. Phillips, Dario Farina, Luca Modenese:
Motoneuron-driven computational muscle modelling with motor unit resolution and subject-specific musculoskeletal anatomy. PLoS Comput. Biol. 19(12) (2023) - [j124]Mehdi Shirzadi, Hamid R. Marateb, Kevin C. McGill, Silvia Muceli, Miguel Ángel Mañanas, Dario Farina:
An Accurate and Real-Time Method for Resolving Superimposed Action Potentials in MultiUnit Recordings. IEEE Trans. Biomed. Eng. 70(1): 378-389 (2023) - [j123]Markus Nowak, Ivan Vujaklija, Agnes Sturma, Claudio Castellini, Dario Farina:
Simultaneous and Proportional Real-Time Myocontrol of Up to Three Degrees of Freedom of the Wrist and Hand. IEEE Trans. Biomed. Eng. 70(2): 459-469 (2023) - [j122]Ivan Vujaklija, Moon Ki Jung, Timothy Hasenoehrl, Aidan D. Roche, Agnes Sturma, Silvia Muceli, Richard Crevenna, Oskar C. Aszmann, Dario Farina:
Biomechanical Analysis of Body Movements of Myoelectric Prosthesis Users During Standardized Clinical Tests. IEEE Trans. Biomed. Eng. 70(3): 789-799 (2023) - [j121]Weiyu Guo, Ning Jiang, Dario Farina, Jingyong Su, Zheng Wang, Chuang Lin, Hui Xiong:
Multi-Attention Feature Fusion Network for Accurate Estimation of Finger Kinematics From Surface Electromyographic Signals. IEEE Trans. Hum. Mach. Syst. 53(3): 512-519 (2023) - [j120]Marcus Panchal, Simone Tanzarella, Moon Ki Jung, Dario Farina:
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. 53(5): 924-934 (2023) - [c78]Yaohua Zhang, Bruno Grandi Sgambato, Mohamad Rahal, Meng-Xing Tang, Dario Farina, Dai Jiang, Andreas Demosthenous:
A Four-Channel Analog Front-End ASIC for Wearable A-Mode Ultrasound Hand Kinematic Tracking Applications. BioCAS 2023: 1-4 - [c77]Patrick Ofner, Meng-Jung Lee, Dario Farina, Carsten Mehring:
Mental Tasks Modulate Motor-Units Above 10 Hz and are a Potential Control Signal for Movement Augmentation: a Preliminary Study. EMBC 2023: 1-4 - [c76]Annika Guez, Balint Hodossy, Dario Farina, Ravi Vaidyanathan:
Transferring Gait Predictors Across EMG Acquisition Systems with Domain Adaptation. ICORR 2023: 1-6 - [i9]Hanwen Wang, Yu Qi, Lin Yao, Yueming Wang, Dario Farina, Gang Pan:
A Human-Machine Joint Learning Framework to Boost Endogenous BCI Training. CoRR abs/2309.03209 (2023) - 2022
- [j119]Arnault H. Caillet, Andrew T. M. Phillips, Dario Farina, Luca Modenese:
Estimation of the firing behaviour of a complete motoneuron pool by combining electromyography signal decomposition and realistic motoneuron modelling. PLoS Comput. Biol. 18(9): 1010556 (2022) - [j118]Moon Ki Jung, Silvia Muceli, Camila Rodrigues, Álvaro Megía-García, Alejandro Pascual-Valdunciel, Antonio J. del Ama, Ángel Gil-Agudo, Juan C. Moreno, Filipe Oliveira Barroso, José Luis Pons, Dario Farina:
Intramuscular EMG-Driven Musculoskeletal Modelling: Towards Implanted Muscle Interfacing in Spinal Cord Injury Patients. IEEE Trans. Biomed. Eng. 69(1): 63-74 (2022) - [j117]Tianyi Yu, Konstantin Akhmadeev, Eric Le Carpentier, Yannick Aoustin, Dario Farina:
Highly Accurate Real-Time Decomposition of Single Channel Intramuscular EMG. IEEE Trans. Biomed. Eng. 69(2): 746-757 (2022) - [j116]Shihan Ma, Chen Chen, Jiamin Zhao, Dong Han, Xinjun Sheng, Dario Farina, Xiangyang Zhu:
Analytical Modelling of Surface EMG Signals Generated by Curvilinear Fibers With Approximate Conductivity Tensor. IEEE Trans. Biomed. Eng. 69(3): 1052-1062 (2022) - [j115]Dennis Yeung, Irene Mendez Guerra, Ian Barner-Rasmussen, Emilia Siponen, Dario Farina, Ivan Vujaklija:
Co-Adaptive Control of Bionic Limbs via Unsupervised Adaptation of Muscle Synergies. IEEE Trans. Biomed. Eng. 69(8): 2581-2592 (2022) - [j114]Simos Koutsoftidis, Deren Y. Barsakcioglu, Konstantinos Petkos, Dario Farina, Emmanuel M. Drakakis:
Myolink: A 128-Channel, $\text{18 nV}/\sqrt{\text{Hz}}$, Embedded Recording System, Optimized for High-Density Surface Electromyogram Acquisition. IEEE Trans. Biomed. Eng. 69(11): 3389-3396 (2022) - [j113]Xinyu Jiang, Xiangyu Liu, Jiahao Fan, Xinming Ye, Chenyun Dai, Edward A. Clancy, Dario Farina, Wei Chen:
Optimization of HD-sEMG-Based Cross-Day Hand Gesture Classification by Optimal Feature Extraction and Data Augmentation. IEEE Trans. Hum. Mach. Syst. 52(6): 1281-1291 (2022) - [j112]Jakob Lund Dideriksen, Marko Markovic, Sabrina Lemling, Dario Farina, Strahinja Dosen:
Electrotactile and Vibrotactile Feedback Enable Similar Performance in Psychometric Tests and Closed-Loop Control. IEEE Trans. Haptics 15(1): 222-231 (2022) - [c75]Shibo Jing, Hsien-Yung Huang, Ravi Vaidyanathan, Dario Farina:
Accurate and Robust Locomotion Mode Recognition Using High-Density EMG Recordings from a Single Muscle Group. EMBC 2022: 686-689 - [c74]Milia H. Hasbani, Deren Y. Barsakcioglu, Moon Ki Jung, Dario Farina:
Simultaneous and proportional control of wrist and hand degrees of freedom with kinematic prediction models from high-density EMG. EMBC 2022: 764-767 - [c73]Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi:
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism. ICASSP 2022: 1196-1200 - [i8]Laura Ferrante, Mohan Sridharan, Claudio Zito, Dario Farina:
Toward a Framework for Adaptive Impedance Control of an Upper-limb Prosthesis. CoRR abs/2209.04937 (2022) - [i7]Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina:
Human Biophysics as Network Weights: Conditional Generative Models for Ultra-fast Simulation. CoRR abs/2211.01856 (2022) - 2021
- [j111]Susan Aliakbaryhosseinabadi, Eugen Romulus Lontis, Dario Farina, Natalie Mrachacz-Kersting:
Effect of motor learning with different complexities on EEG spectral distribution and performance improvement. Biomed. Signal Process. Control. 66: 102447 (2021) - [j110]Agnes Sturma, Laura Hruby, Anna Bösendorfer, Anna Pittermann, Stefan Salminger, Clemens Gstoettner, Olga Politikou, Ivan Vujaklija, Dario Farina, Oskar C. Aszmann:
Prosthetic Embodiment and Body Image Changes in Patients Undergoing Bionic Reconstruction Following Brachial Plexus Injury. Frontiers Neurorobotics 15: 645261 (2021) - [j109]Sebastijan Veselic, Claudio Zito, Dario Farina:
Human-Robot Interaction With Robust Prediction of Movement Intention Surpasses Manual Control. Frontiers Neurorobotics 15: 695022 (2021) - [j108]Xinyu Jiang, Xiangyu Liu, Jiahao Fan, Xinming Ye, Chenyun Dai, Edward A. Clancy, Dario Farina, Wei Chen:
Enhancing IoT Security via Cancelable HD-sEMG-Based Biometric Authentication Password, Encoded by Gesture. IEEE Internet Things J. 8(22): 16535-16547 (2021) - [j107]Dario Farina, Arash Mohammadi, Tülay Adali, Nitish V. Thakor, Konstantinos N. Plataniotis:
Signal Processing for Neurorehabilitation and Assistive Technologies [From the Guest Editors]. IEEE Signal Process. Mag. 38(4): 5-7 (2021) - [j106]Ales Holobar, Dario Farina:
Noninvasive Neural Interfacing With Wearable Muscle Sensors: Combining Convolutive Blind Source Separation Methods and Deep Learning Techniques for Neural Decoding. IEEE Signal Process. Mag. 38(4): 103-118 (2021) - [j105]Alexander Kenneth Clarke, Seyed Farokh Atashzar, Alessandro Del Vecchio, Deren Y. Barsakcioglu, Silvia Muceli, Paul Bentley, Filip Urh, Ales Holobar, Dario Farina:
Deep Learning for Robust Decomposition of High-Density Surface EMG Signals. IEEE Trans. Biomed. Eng. 68(2): 526-534 (2021) - [j104]Deren Y. Barsakcioglu, Mario Bräcklein, Ales Holobar, Dario Farina:
Control of Spinal Motoneurons by Feedback From a Non-Invasive Real-Time Interface. IEEE Trans. Biomed. Eng. 68(3): 926-935 (2021) - [j103]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:
Intramuscular Stimulation of Muscle Afferents Attains Prolonged Tremor Reduction in Essential Tremor Patients. IEEE Trans. Biomed. Eng. 68(6): 1768-1776 (2021) - [j102]Jeremy Mouchoux, Stefano Carisi, Strahinja Dosen, Dario Farina, Arndt F. Schilling, Marko Markovic:
Artificial Perception and Semiautonomous Control in Myoelectric Hand Prostheses Increases Performance and Decreases Effort. IEEE Trans. Robotics 37(4): 1298-1312 (2021) - [i6]Siming Zuo, Kianoush Nazarpour, Dario Farina, Philip Broser, Hadi Heidari:
Modelling and Analysis of Magnetic Fields from Skeletal Muscle for Valuable Physiological Measurements. CoRR abs/2104.02036 (2021) - [i5]Jonathan Eden, Mario Bräcklein, Jaime Ibáñez Pereda, Deren Yusuf Barsakcioglu, Giovanni Di Pino, Dario Farina, Etienne Burdet, Carsten Mehring:
Human movement augmentation and how to make it a reality. CoRR abs/2106.08129 (2021) - [i4]Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi:
TEMGNet: Deep Transformer-based Decoding of Upperlimb sEMG for Hand Gestures Recognition. CoRR abs/2109.12379 (2021) - [i3]Alexander Kenneth Clarke, Dario Farina:
Deep Metric Learning with Locality Sensitive Angular Loss for Self-Correcting Source Separation of Neural Spiking Signals. CoRR abs/2110.07046 (2021) - [i2]Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi:
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism. CoRR abs/2110.08717 (2021) - 2020
- [j101]Martyna Stachaczyk, Seyed Farokh Atashzar, Sigrid S. G. Dupan, Ivan Vujaklija, Dario Farina:
Toward Universal Neural Interfaces for Daily Use: Decoding the Neural Drive to Muscles Generalises Highly Accurate Finger Task Identification Across Humans. IEEE Access 8: 149025-149035 (2020) - [j100]Chen Chen, Yang Yu, Shihan Ma, Xinjun Sheng, Chuang Lin, Dario Farina, Xiangyang Zhu:
Hand gesture recognition based on motor unit spike trains decoded from high-density electromyography. Biomed. Signal Process. Control. 55 (2020) - [j99]Seyed Farokh Atashzar, Mahdi Tavakoli, Dario Farina, Rajni V. Patel:
Editorial: Autonomy and Intelligence in Neurorehabilitation Robotic and Prosthetic Technologies. J. Medical Robotics Res. 5(1-2): 2002001:1-2002001:3 (2020) - [j98]Seyed Farokh Atashzar, Hsieng-Yung Huang, Fulvia Del Duca, Etienne Burdet, Dario Farina:
Energetic Passivity Decoding of Human Hip Joint for Physical Human-Robot Interaction. IEEE Robotics Autom. Lett. 5(4): 5953-5960 (2020) - [j97]Marcus Gardner, C. Sebastian Mancero Castillo, Samuel Wilson, Dario Farina, Etienne Burdet, Boo Cheong Khoo, Seyed Farokh Atashzar, Ravi Vaidyanathan:
A Multimodal Intention Detection Sensor Suite for Shared Autonomy of Upper-Limb Robotic Prostheses. Sensors 20(21): 6097 (2020) - [j96]Tianyi Yu, Konstantin Akhmadeev, Eric Le Carpentier, Yannick Aoustin, Raphaël Gross, Yann Péréon, Dario Farina:
Recursive Decomposition of Electromyographic Signals With a Varying Number of Active Sources: Bayesian Modeling and Filtering. IEEE Trans. Biomed. Eng. 67(2): 428-440 (2020) - [j95]Tianyi Yu, Konstantin Akhmadeev, Eric Le Carpentier, Yannick Aoustin, Dario Farina:
On-Line Recursive Decomposition of Intramuscular EMG Signals Using GPU-Implemented Bayesian Filtering. IEEE Trans. Biomed. Eng. 67(6): 1806-1818 (2020) - [j94]Konstantin Akhmadeev, Tianyi Yu, Eric Le Carpentier, Yannick Aoustin, Dario Farina:
Simulation of Motor Unit Action Potential Recordings From Intramuscular Multichannel Scanning Electrodes. IEEE Trans. Biomed. Eng. 67(7): 2005-2014 (2020) - [j93]Chen Chen, Shihan Ma, Xinjun Sheng, Dario Farina, Xiangyang Zhu:
Adaptive Real-Time Identification of Motor Unit Discharges From Non-Stationary High-Density Surface Electromyographic Signals. IEEE Trans. Biomed. Eng. 67(12): 3501-3509 (2020) - [j92]Timothee Gathmann, Seyed Farokh Atashzar, Patrick G. Sagastegui Alva, Dario Farina:
Wearable Dual-Frequency Vibrotactile System for Restoring Force and Stiffness Perception. IEEE Trans. Haptics 13(1): 191-196 (2020) - [j91]Lucia Seminara, Hoda Fares, Marta Franceschi, Maurizio Valle, Matija Strbac, Dario Farina, Strahinja Dosen:
Dual-Parameter Modulation Improves Stimulus Localization in Multichannel Electrotactile Stimulation. IEEE Trans. Haptics 13(2): 393-403 (2020) - [j90]Meike A. Wilke, Cornelia Hartmann, Felix Schimpf, Dario Farina, Strahinja Dosen:
The Interaction Between Feedback Type and Learning in Routine Grasping With Myoelectric Prostheses. IEEE Trans. Haptics 13(3): 645-654 (2020) - [c72]Camila Rodrigues, 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:
Comparison of Intramuscular and Surface Electromyography Recordings Towards the Control of Wearable Robots for Incomplete Spinal Cord Injury Rehabilitation. BioRob 2020: 564-569 - [c71]Filip Urh, Damjan Strnad, Alex Clarke, Dario Farina, Ales Holobar:
On the Selection of Neural Network Architecture for Supervised Motor Unit Identification from High-Density Surface EMG. EMBC 2020: 736-739 - [c70]Shihan Ma, Chen Chen, Dong Han, Xinjun Sheng, Dario Farina, Xiangyang Zhu:
Subject-Specific EMG Modeling with Multiple Muscles: A Preliminary Study. EMBC 2020: 740-743 - [i1]Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi:
FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography. CoRR abs/2011.06104 (2020)
2010 – 2019
- 2019
- [j89]Jakob Lund Dideriksen, Dario Farina:
Amplitude cancellation influences the association between frequency components in the neural drive to muscle and the rectified EMG signal. PLoS Comput. Biol. 15(5) (2019) - [j88]Michele Barsotti, Sigrid S. G. Dupan, Ivan Vujaklija, Strahinja Dosen, Antonio Frisoli, Dario Farina:
Online Finger Control Using High-Density EMG and Minimal Training Data for Robotic Applications. IEEE Robotics Autom. Lett. 4(2): 217-223 (2019) - [j87]Stefan Salminger, Agnes Sturma, Christian Hofer, Melissa Evangelista, Mike Perrin, Konstantin Bergmeister, Aidan D. Roche, Timothy Hasenoehrl, Hans Dietl, Dario Farina, Oskar C. Aszmann:
Long-term implant of intramuscular sensors and nerve transfers for wireless control of robotic arms in above-elbow amputees. Sci. Robotics 4(32) (2019) - [j86]Dennis Yeung, Dario Farina, Ivan Vujaklija:
Directional Forgetting for Stable Co-Adaptation in Myoelectric Control. Sensors 19(9): 2203 (2019) - [j85]Lin Yao, Xinjun Sheng, Natalie Mrachacz-Kersting, Xiangyang Zhu, Dario Farina, Ning Jiang:
Sensory Stimulation Training for BCI System Based on Somatosensory Attentional Orientation. IEEE Trans. Biomed. Eng. 66(3): 640-646 (2019) - [j84]Xiaokang Shu, Shugeng Chen, Jianjun Meng, Lin Yao, Xinjun Sheng, Jie Jia, Dario Farina, Xiangyang Zhu:
Tactile Stimulation Improves Sensorimotor Rhythm-Based BCI Performance in Stroke Patients. IEEE Trans. Biomed. Eng. 66(7): 1987-1995 (2019) - [j83]Susan Aliakbaryhosseinabadi, Ernest Nlandu Kamavuako, Ning Jiang, Dario Farina, Natalie Mrachacz-Kersting:
Classification of Movement Preparation Between Attended and Distracted Self-Paced Motor Tasks. IEEE Trans. Biomed. Eng. 66(11): 3060-3071 (2019) - [c69]Natalie Mrachacz-Kersting, Dario Farina:
Modulation of Cortical Excitability with BCI for Stroke Rehabilitation. BCI 2019: 1-3 - [c68]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:
A wearable neural interface for detecting and decoding attempted hand movements in a person with tetraplegia. EMBC 2019: 1930-1933 - [c67]Lin Xu, Francesco Negro, Chiara Rabotti, Dario Farina, Massimo Mischi:
Investigation of The Neural Drive During Vibration Exercise by High-density Surface-electromyography. EMBC 2019: 1944-1947 - [c66]Simone Tanzarella, Silvia Muceli, Alessandro Del Vecchio, Andrea Casolo, Dario Farina:
A high-density surface EMG framework for the study of motor neurons controlling the intrinsic and extrinsic muscles of the hand. EMBC 2019: 2307-2310 - [c65]Emma Colamarino, Silvia Muceli, Jaime Ibáñez, Natalie Mrachacz-Kersting, Donatella Mattia, Febo Cincotti, Dario Farina:
Adaptive learning in the detection of Movement Related Cortical Potentials improves usability of associative Brain-Computer Interfaces. EMBC 2019: 3079-3082 - [c64]Alejandro Pascual-Valdunciel, Filipe O. Barroso, Silvia Muceli, Julian Taylor, Dario Farina, José Luis Pons:
Modulation of reciprocal inhibition at the wrist as a neurophysiological correlate of tremor suppression: a pilot healthy subject study. EMBC 2019: 6267-6272 - [c63]Dennis Yeung, Dario Farina, Ivan Vujaklija:
Can Multi-DoF Training Improve Robustness of Muscle Synergy Inspired Myocontrollers? ICORR 2019: 665-670 - [c62]Martyna Stachaczyk, Seyed Farokh Atashzar, Dario Farina:
An Online Spectral Information-Enhanced Approach for Artifact Detection and Fault Attentuation in Myoelectric Control. ICORR 2019: 671-675 - [c61]Martyna Stachaczyk, Seyed Farokh Atashzar, Sigrid S. G. Dupan, Ivan Vujaklija, Dario Farina:
Multiclass Detection and Tracking of Transient Motor Activation based on Decomposed Myoelectric Signals. NER 2019: 1080-1083 - [p5]Susan Aliakbaryhosseinabadi, Ernest Nlandu Kamavuako, Ning Jiang, Dario Farina, Natalie Mrachacz-Kersting:
Online Adaptive Synchronous BCI System with Attention Variations. Brain-Computer Interface Research (7) 2019: 31-41 - 2018
- [j82]Andrés Úbeda, José Maria Azorín, Dario Farina, Massimo Sartori:
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. 12: 3 (2018) - [j81]Meike A. Schweisfurth, Mario Koppe, Dario Farina:
Simultaneous control of multiple functions of bionic hand prostheses: Performance and robustness in end users. Sci. Robotics 3(19) (2018) - [j80]Muhammad Zia-ur Rehman, Asim Waris, Syed Omer Gilani, Mads Jochumsen, Imran Khan Niazi, Mohsin Jamil, Dario Farina, Ernest Nlandu Kamavuako:
Multiday EMG-Based Classification of Hand Motions with Deep Learning Techniques. Sensors 18(8): 2497 (2018) - [j79]Guillaume Durandau, Dario Farina, Massimo Sartori:
Robust Real-Time Musculoskeletal Modeling Driven by Electromyograms. IEEE Trans. Biomed. Eng. 65(3): 556-564 (2018) - [j78]Lin Yao, Xinjun Sheng, Natalie Mrachacz-Kersting, Xiangyang Zhu, Dario Farina, Ning Jiang:
Decoding Covert Somatosensory Attention by a BCI System Calibrated With Tactile Sensation. IEEE Trans. Biomed. Eng. 65(8): 1689-1695 (2018) - [c60]Mohamad Alameh, Moustafa Saleh, Flavio Ansovini, Hoda Fares, Ali Ibrahim, Marta Franceschi, Lucia Seminara, Maurizio Valle, Strahinja Dosen, Dario Farina:
Live Demonstration: System based on Electronic Skin and Cutaneous Electrostimulation for Sensory Feedback in Prosthetics. BioCAS 2018: 1 - [c59]Deren Y. Barsakcioglu, Dario Farina:
A real-time surface EMG decomposition system for non-invasive human-machine interfaces. BioCAS 2018: 1-4 - [c58]Massimo Sartori, Dario Farina:
Estimation of Phantom Limb Musculoskeletal Mechanics After Targeted Muscle Reinnervation: Towards Online Model-Based Control of Myoelectric Bionic Limbs. BioRob 2018: 126-130 - [c57]Marta Franceschi, Lucia Seminara, Strahinja Dosen, Luigi Pinna, Luigi Fares, Moustafa Saleh, Maurizio Valle, Dario Farina:
Live Demonstration: Electrotactile feedback from an electronic skin through flexible electrode matrix. ISCAS 2018: 1- - 2017
- [j77]Ivan Vujaklija, Aidan D. Roche, Timothy Hasenoehrl, Agnes Sturma, Sebastian Amsuss, Dario Farina, Oskar C. Aszmann:
Translating Research on Myoelectric Control into Clinics - Are the Performance Assessment Methods Adequate? Frontiers Neurorobotics 11: 7 (2017) - [j76]Saeed Karimimehr, Hamid R. Marateb, Silvia Muceli, Marjan Mansourian, Miguel Ángel Mañanas, Dario Farina:
A Real-Time Method for Decoding the Neural Drive to Muscles Using Single-Channel Intra-Muscular EMG Recordings. Int. J. Neural Syst. 27(6): 1750025:1-1750025:18 (2017) - [j75]Francesco Clemente, Strahinja Dosen, Luca Lonini, Marko Markovic, Dario Farina, Christian Cipriani:
Humans Can Integrate Augmented Reality Feedback in Their Sensorimotor Control of a Robotic Hand. IEEE Trans. Hum. Mach. Syst. 47(4): 583-589 (2017) - [j74]