Dario Farina

According to our database1, Dario Farina authored at least 219 papers between 2000 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2018, "For contributions to neuromuscular electrophysiology and neurorehabilitation".

Timeline

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Bibliography

2024
Deep Metric Learning With Locality Sensitive Mining for Self-Correcting Source Separation of Neural Spiking Signals.
IEEE Trans. Cybern., March, 2024

High Performance Wearable Ultrasound as a Human-Machine Interface for Wrist and Hand Kinematic Tracking.
IEEE Trans. Biomed. Eng., February, 2024

Tackling Electrode Shift In Gesture Recognition with HD-EMG Electrode Subsets.
CoRR, 2024

2023
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., October, 2023

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., September, 2023

Biomechanical Analysis of Body Movements of Myoelectric Prosthesis Users During Standardized Clinical Tests.
IEEE Trans. Biomed. Eng., March, 2023

Simultaneous and Proportional Real-Time Myocontrol of Up to Three Degrees of Freedom of the Wrist and Hand.
IEEE Trans. Biomed. Eng., February, 2023

Classification of Kinematic and Electromyographic Signals Associated with Pathological Tremor Using Machine and Deep Learning.
Entropy, January, 2023

Multi-Attention Feature Fusion Network for Accurate Estimation of Finger Kinematics From Surface Electromyographic Signals.
IEEE Trans. Hum. Mach. Syst., 2023

An Accurate and Real-Time Method for Resolving Superimposed Action Potentials in MultiUnit Recordings.
IEEE Trans. Biomed. Eng., 2023

A Human-Machine Joint Learning Framework to Boost Endogenous BCI Training.
CoRR, 2023

Transferring Gait Predictors Across EMG Acquisition Systems with Domain Adaptation.
Proceedings of the International Conference on Rehabilitation Robotics, 2023

Mental Tasks Modulate Motor-Units Above 10 Hz and are a Potential Control Signal for Movement Augmentation: a Preliminary Study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Four-Channel Analog Front-End ASIC for Wearable A-Mode Ultrasound Hand Kinematic Tracking Applications.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2022
Estimation of the firing behaviour of a complete motoneuron pool by combining electromyography signal decomposition and realistic motoneuron modelling.
PLoS Comput. Biol., September, 2022

Electrotactile and Vibrotactile Feedback Enable Similar Performance in Psychometric Tests and Closed-Loop Control.
IEEE Trans. Haptics, 2022

Optimization of HD-sEMG-Based Cross-Day Hand Gesture Classification by Optimal Feature Extraction and Data Augmentation.
IEEE Trans. Hum. Mach. Syst., 2022

Highly Accurate Real-Time Decomposition of Single Channel Intramuscular EMG.
IEEE Trans. Biomed. Eng., 2022

Co-Adaptive Control of Bionic Limbs via Unsupervised Adaptation of Muscle Synergies.
IEEE Trans. Biomed. Eng., 2022

Analytical Modelling of Surface EMG Signals Generated by Curvilinear Fibers With Approximate Conductivity Tensor.
IEEE Trans. Biomed. Eng., 2022

Myolink: A 128-Channel, $\text{18 nV}/\sqrt{\text{Hz}}$, Embedded Recording System, Optimized for High-Density Surface Electromyogram Acquisition.
IEEE Trans. Biomed. Eng., 2022

Intramuscular EMG-Driven Musculoskeletal Modelling: Towards Implanted Muscle Interfacing in Spinal Cord Injury Patients.
IEEE Trans. Biomed. Eng., 2022

Human Biophysics as Network Weights: Conditional Generative Models for Ultra-fast Simulation.
CoRR, 2022

Toward a Framework for Adaptive Impedance Control of an Upper-limb Prosthesis.
CoRR, 2022

Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism.
Proceedings of the IEEE International Conference on Acoustics, 2022

Accurate and Robust Locomotion Mode Recognition Using High-Density EMG Recordings from a Single Muscle Group.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Simultaneous and proportional control of wrist and hand degrees of freedom with kinematic prediction models from high-density EMG.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Artificial Perception and Semiautonomous Control in Myoelectric Hand Prostheses Increases Performance and Decreases Effort.
IEEE Trans. Robotics, 2021

Intramuscular Stimulation of Muscle Afferents Attains Prolonged Tremor Reduction in Essential Tremor Patients.
IEEE Trans. Biomed. Eng., 2021

Deep Learning for Robust Decomposition of High-Density Surface EMG Signals.
IEEE Trans. Biomed. Eng., 2021

Control of Spinal Motoneurons by Feedback From a Non-Invasive Real-Time Interface.
IEEE Trans. Biomed. Eng., 2021

Noninvasive Neural Interfacing With Wearable Muscle Sensors: Combining Convolutive Blind Source Separation Methods and Deep Learning Techniques for Neural Decoding.
IEEE Signal Process. Mag., 2021

Signal Processing for Neurorehabilitation and Assistive Technologies [From the Guest Editors].
IEEE Signal Process. Mag., 2021

Enhancing IoT Security via Cancelable HD-sEMG-Based Biometric Authentication Password, Encoded by Gesture.
IEEE Internet Things J., 2021

Human-Robot Interaction With Robust Prediction of Movement Intention Surpasses Manual Control.
Frontiers Neurorobotics, 2021

Prosthetic Embodiment and Body Image Changes in Patients Undergoing Bionic Reconstruction Following Brachial Plexus Injury.
Frontiers Neurorobotics, 2021

Deep Metric Learning with Locality Sensitive Angular Loss for Self-Correcting Source Separation of Neural Spiking Signals.
CoRR, 2021

TEMGNet: Deep Transformer-based Decoding of Upperlimb sEMG for Hand Gestures Recognition.
CoRR, 2021

Human movement augmentation and how to make it a reality.
CoRR, 2021

Modelling and Analysis of Magnetic Fields from Skeletal Muscle for Valuable Physiological Measurements.
CoRR, 2021

Effect of motor learning with different complexities on EEG spectral distribution and performance improvement.
Biomed. Signal Process. Control., 2021

2020
The Interaction Between Feedback Type and Learning in Routine Grasping With Myoelectric Prostheses.
IEEE Trans. Haptics, 2020

Dual-Parameter Modulation Improves Stimulus Localization in Multichannel Electrotactile Stimulation.
IEEE Trans. Haptics, 2020

Wearable Dual-Frequency Vibrotactile System for Restoring Force and Stiffness Perception.
IEEE Trans. Haptics, 2020

Recursive Decomposition of Electromyographic Signals With a Varying Number of Active Sources: Bayesian Modeling and Filtering.
IEEE Trans. Biomed. Eng., 2020

On-Line Recursive Decomposition of Intramuscular EMG Signals Using GPU-Implemented Bayesian Filtering.
IEEE Trans. Biomed. Eng., 2020

Adaptive Real-Time Identification of Motor Unit Discharges From Non-Stationary High-Density Surface Electromyographic Signals.
IEEE Trans. Biomed. Eng., 2020

Simulation of Motor Unit Action Potential Recordings From Intramuscular Multichannel Scanning Electrodes.
IEEE Trans. Biomed. Eng., 2020

A Multimodal Intention Detection Sensor Suite for Shared Autonomy of Upper-Limb Robotic Prostheses.
Sensors, 2020

Energetic Passivity Decoding of Human Hip Joint for Physical Human-Robot Interaction.
IEEE Robotics Autom. Lett., 2020

Editorial: Autonomy and Intelligence in Neurorehabilitation Robotic and Prosthetic Technologies.
J. Medical Robotics Res., 2020

FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography.
CoRR, 2020

Hand gesture recognition based on motor unit spike trains decoded from high-density electromyography.
Biomed. Signal Process. Control., 2020

Toward Universal Neural Interfaces for Daily Use: Decoding the Neural Drive to Muscles Generalises Highly Accurate Finger Task Identification Across Humans.
IEEE Access, 2020

On the Selection of Neural Network Architecture for Supervised Motor Unit Identification from High-Density Surface EMG.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Subject-Specific EMG Modeling with Multiple Muscles: A Preliminary Study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Comparison of Intramuscular and Surface Electromyography Recordings Towards the Control of Wearable Robots for Incomplete Spinal Cord Injury Rehabilitation.
Proceedings of the 8th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2020

2019
Online Adaptive Synchronous BCI System with Attention Variations.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 7, 2019

Sensory Stimulation Training for BCI System Based on Somatosensory Attentional Orientation.
IEEE Trans. Biomed. Eng., 2019

Tactile Stimulation Improves Sensorimotor Rhythm-Based BCI Performance in Stroke Patients.
IEEE Trans. Biomed. Eng., 2019

Classification of Movement Preparation Between Attended and Distracted Self-Paced Motor Tasks.
IEEE Trans. Biomed. Eng., 2019

Directional Forgetting for Stable Co-Adaptation in Myoelectric Control.
Sensors, 2019

Long-term implant of intramuscular sensors and nerve transfers for wireless control of robotic arms in above-elbow amputees.
Sci. Robotics, 2019

Online Finger Control Using High-Density EMG and Minimal Training Data for Robotic Applications.
IEEE Robotics Autom. Lett., 2019

Amplitude cancellation influences the association between frequency components in the neural drive to muscle and the rectified EMG signal.
PLoS Comput. Biol., 2019

Multiclass Detection and Tracking of Transient Motor Activation based on Decomposed Myoelectric Signals.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Can Multi-DoF Training Improve Robustness of Muscle Synergy Inspired Myocontrollers?
Proceedings of the 16th IEEE International Conference on Rehabilitation Robotics, 2019

An Online Spectral Information-Enhanced Approach for Artifact Detection and Fault Attentuation in Myoelectric Control.
Proceedings of the 16th IEEE International Conference on Rehabilitation Robotics, 2019

Investigation of The Neural Drive During Vibration Exercise by High-density Surface-electromyography.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A wearable neural interface for detecting and decoding attempted hand movements in a person with tetraplegia.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A high-density surface EMG framework for the study of motor neurons controlling the intrinsic and extrinsic muscles of the hand.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Modulation of reciprocal inhibition at the wrist as a neurophysiological correlate of tremor suppression: a pilot healthy subject study.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Adaptive learning in the detection of Movement Related Cortical Potentials improves usability of associative Brain-Computer Interfaces.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Modulation of Cortical Excitability with BCI for Stroke Rehabilitation.
Proceedings of the 7th International Winter Conference on Brain-Computer Interface, 2019

2018
Decoding Covert Somatosensory Attention by a BCI System Calibrated With Tactile Sensation.
IEEE Trans. Biomed. Eng., 2018

Robust Real-Time Musculoskeletal Modeling Driven by Electromyograms.
IEEE Trans. Biomed. Eng., 2018

Multiday EMG-Based Classification of Hand Motions with Deep Learning Techniques.
Sensors, 2018

Simultaneous control of multiple functions of bionic hand prostheses: Performance and robustness in end users.
Sci. Robotics, 2018

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., 2018

Live Demonstration: Electrotactile feedback from an electronic skin through flexible electrode matrix.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Estimation of Phantom Limb Musculoskeletal Mechanics After Targeted Muscle Reinnervation: Towards Online Model-Based Control of Myoelectric Bionic Limbs.
Proceedings of the 7th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2018

A real-time surface EMG decomposition system for non-invasive human-machine interfaces.
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018

Live Demonstration: System based on Electronic Skin and Cutaneous Electrostimulation for Sensory Feedback in Prosthetics.
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018

2017
Towards Online Functional Brain Mapping and Monitoring During Awake Craniotomy Surgery Using ECoG-Based Brain-Surgeon Interface (BSI).
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 6, 2017

A Brain-Computer-Interface to Combat Musculoskeletal Pain.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 5, 2017

A System for Electrotactile Feedback Using Electronic Skin and Flexible Matrix Electrodes: Experimental Evaluation.
IEEE Trans. Haptics, 2017

Humans Can Integrate Augmented Reality Feedback in Their Sensorimotor Control of a Robotic Hand.
IEEE Trans. Hum. Mach. Syst., 2017

A Real-Time Method for Decoding the Neural Drive to Muscles Using Single-Channel Intra-Muscular EMG Recordings.
Int. J. Neural Syst., 2017

Translating Research on Myoelectric Control into Clinics - Are the Performance Assessment Methods Adequate?
Frontiers Neurorobotics, 2017

Distributed Sensing and Stimulation Systems for Sense of Touch Restoration in Prosthetics.
Proceedings of the New Generation of CAS, 2017

Common Spatial Pattern with Polarity Check for reducing delay latency in detection of MRCP based BCI system.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Effect of attention division on movement detection and execution in dual-task conditions.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Electronic skin and electrocutaneous stimulation to restore the sense of touch in hand prosthetics.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Closed-loop EMG-informed model-based analysis of human musculoskeletal mechanics on rough terrains.
Proceedings of the International Conference on Rehabilitation Robotics, 2017

Electromechanical delay in the tibialis anterior muscle during time-varying ankle dorsiflexion.
Proceedings of the International Conference on Rehabilitation Robotics, 2017

Longitudinal high-density EMG classification: Case study in a glenohumeral TMR subject.
Proceedings of the International Conference on Rehabilitation Robotics, 2017

Influence of Spontaneous Rhythm on Movement-Related Cortical Potential - A Preliminary Neurofeedback Study.
Proceedings of the Augmented Cognition. Neurocognition and Machine Learning, 2017

Tactile Stimulation Training to Enhance MRCP Detection in Chronic Stroke Patients.
Proceedings of the Augmented Cognition. Enhancing Cognition and Behavior in Complex Human Environments, 2017

Enhanced CSP Spatial filtering for Improved motor imagery BCI Performance by Integrating the Sensation-induced Neurophysiological Prior.
Proceedings of the From Vision to Reality, 2017

Detection of Attention alteration of BCI Users based on EEG Analysis.
Proceedings of the From Vision to Reality, 2017

Cortical oscillatory dynamics of tactile selective sensation - for a novel type of somatosensory Brain-computer Interface.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Evaluating the effectiveness of different external cues on non-invasive brain-computer interfaces.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Simulations of high-density surface electromyograms in dynamic muscle contractions.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
A Novel Method to Generate Amplitude-Frequency Modulated Vibrotactile Stimulation.
IEEE Trans. Haptics, 2016

Corrections to "Neural Data-Driven Musculoskeletal Modeling for Personalized Neurorehabilitation Technologies".
IEEE Trans. Biomed. Eng., 2016

Neural Data-Driven Musculoskeletal Modeling for Personalized Neurorehabilitation Technologies.
IEEE Trans. Biomed. Eng., 2016

Characterization of Human Motor Units From Surface EMG Decomposition.
Proc. IEEE, 2016

Properties of the motor unit action potential shape in proximal and distal muscles of the upper limb in healthy and post-stroke individuals.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Comparison of EEG spatial filters for movement related cortical potential detection.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A novel immersive augmented reality system for prosthesis training and assessment.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015
The Changing Brain: Bidirectional Learning Between Algorithm and User.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 4, 2015

Human-Machine Interfacing by Decoding the Surface Electromyogram [Life Sciences].
IEEE Signal Process. Mag., 2015

Adaptive common average filtering for myocontrol applications.
Medical Biol. Eng. Comput., 2015

A predictive model of muscle excitations based on muscle modularity for a large repertoire of human locomotion conditions.
Frontiers Comput. Neurosci., 2015

Time-varying delay estimators for measuring muscle fiber conduction velocity from the surface electromyogram.
Biomed. Signal Process. Control., 2015

Influence of external cues on synchronized Brain-Computer Interface based on movement related cortical potentials.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Efficacy of torque versus myocontrol for active, robotic-assisted rehabilitation of the shoulder after stroke: An experimental study.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Classification of motor unit activity following targeted muscle reinnervation.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Robustness of movement detection techniques from motor execution: Single trial movement related cortical potential.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Simultaneous myoelectric control of a robot arm using muscle synergy-inspired inputs from high-density electrode grids.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Estimating EMG signals to drive neuromusculoskeletal models in cyclic rehabilitation movements.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Wireless radio channel for intramuscular electrode implants in the control of upper limb prostheses.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A new generation of double-sided intramuscular electrodes for multi-channel recording and stimulation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Impaired regulation post-stroke of motor unit firing behavior during volitional relaxation of knee extensor torque assessed using high density surface EMG decomposition.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Preliminary evaluation of the tactile feedback system based on artificial skin and electrotactile stimulation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Individual finger classification from surface EMG: Influence of electrode set.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Theoretical Model and Experimental Validation of the estimated proportions of common and independent input to motor neurons.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
An Accurate, Versatile, and Robust Brain Switch for Neurorehabilitation.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 3, 2014

HyVE - Hybrid Vibro-ElectrotactileStimulation - Is an Efficient Approachto Multi-Channel Sensory Feedback.
IEEE Trans. Haptics, 2014

A Closed-Loop Brain-Computer Interface Triggering an Active Ankle-Foot Orthosis for Inducing Cortical Neural Plasticity.
IEEE Trans. Biomed. Eng., 2014

Enhanced Low-Latency Detection of Motor Intention From EEG for Closed-Loop Brain-Computer Interface Applications.
IEEE Trans. Biomed. Eng., 2014

Self-Correcting Pattern Recognition System of Surface EMG Signals for Upper Limb Prosthesis Control.
IEEE Trans. Biomed. Eng., 2014

Hierarchical Bayes based Adaptive Sparsity in Gaussian Mixture Model.
Pattern Recognit. Lett., 2014

Denoising and compression of intracortical signals with a modified MDL criterion.
Medical Biol. Eng. Comput., 2014

Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography.
Frontiers Neurorobotics, 2014

Virtual Grasping: Closed-Loop Force Control Using Electrotactile Feedback.
Comput. Math. Methods Medicine, 2014

A hybrid intelligent system for diagnosing microalbuminuria in type 2 diabetes patients without having to measure urinary albumin.
Comput. Biol. Medicine, 2014

Benchmarking Human-Like Posture and Locomotion of Humanoid Robots: A Preliminary Scheme.
Proceedings of the Biomimetic and Biohybrid Systems - Third International Conference, 2014

Covariate shift adaptation in EMG pattern recognition for prosthetic device control.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Power spectrum of the rectified EMG: Influence of motor unit action potential shapes.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

High-density surface EMG decomposition allows for recording of motor unit discharge from proximal and distal flexion synergy muscles simultaneously in individuals with stroke.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Extending mode switching to multiple degrees of freedom in hand prosthesis control is not efficient.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Towards prosthetic systems providing comprehensive tactile feedback for utility and embodiment.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013
Use of Electromyographic and Electrocardiographic Signals to Detect Sleep Bruxism Episodes in a Natural Environment.
IEEE J. Biomed. Health Informatics, 2013

A Novel Technology for Motion Capture Using Passive UHF RFID Tags.
IEEE Trans. Biomed. Eng., 2013

Detection of movement-related cortical potentials based on subject-independent training.
Medical Biol. Eng. Comput., 2013

Effect of arm position on the prediction of kinematics from EMG in amputees.
Medical Biol. Eng. Comput., 2013

A musculoskeletal model of human locomotion driven by a low dimensional set of impulsive excitation primitives.
Frontiers Comput. Neurosci., 2013

Influence of the feature space on the estimation of hand grasping force from intramuscular EMG.
Biomed. Signal Process. Control., 2013

Motor Unit Properties and Underlying Determinants in Pathological Tremor.
Proceedings of the International Congress on Neurotechnology, Electronics and Informatics, 2013

A novel wearable vibro-tactile haptic device.
Proceedings of the IEEE International Conference on Consumer Electronics, 2013

Online estimation of EMG signals model based on a renewal process.
Proceedings of the IEEE International Conference on Acoustics, 2013

Long term stability of surface EMG pattern classification for prosthetic control.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Surface EMG pre-processing techniques for the detection of common input to motor neuron populations.
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

2012
An Effective Classification Framework for Brain-Computer Interfacing Based on a Combinatoric Setting.
IEEE Trans. Signal Process., 2012

A Multimodal Human-Robot Interface to Drive a Neuroprosthesis for Tremor Management.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Spike Detection and Clustering With Unsupervised Wavelet Optimization in Extracellular Neural Recordings.
IEEE Trans. Biomed. Eng., 2012

Simultaneous and Proportional Force Estimation in Multiple Degrees of Freedom From Intramuscular EMG.
IEEE Trans. Biomed. Eng., 2012

Myoelectric Control of Artificial Limbs¿Is There a Need to Change Focus? [In the Spotlight].
IEEE Signal Process. Mag., 2012

Special issue: Wearable computing and communication for e-Health.
Medical Biol. Eng. Comput., 2012

Simultaneous and proportional control of 2D wrist movements with myoelectric signals.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

MDL-based joint denoising and compression of intracortical signals.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Real time simultaneous and proportional control of multiple degrees of freedom from surface EMG: Preliminary results on subjects with limb deficiency.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Support vector regression correlates single-sweep evoked brain potentials to gastrointestinal symptoms in diabetes mellitus patients.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Simultaneous and Proportional Force Estimation for Multifunction Myoelectric Prostheses Using Mirrored Bilateral Training.
IEEE Trans. Biomed. Eng., 2011

Covariance and Time-Scale Methods for Blind Separation of Delayed Sources.
IEEE Trans. Biomed. Eng., 2011

EMG-Based Characterization of Pathological Tremor Using the Iterated Hilbert Transform.
IEEE Trans. Biomed. Eng., 2011

A Model of the Surface Electromyogram in Pathological Tremor.
IEEE Trans. Biomed. Eng., 2011

Performance of a Simulated Adaptive BCI Based on Experimental Classification of Movement-Related and Error Potentials.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2011

A soft wearable robot for tremor assessment and suppression.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

LivBioSig: Development of a toolbox for online bio-signals processing and experimentation.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Noninvasive analysis of motor unit behavior in pathological tremor.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Combined multivariate matching pursuit and support vector machine: A way forward to classify single-sweep evoked potentials?
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A modelling study on transmission of the central oscillator in tremor by a motor neuron pool.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Accuracy of a BCI based on movement-related and error potentials.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Unsupervised Bayesian Decomposition of Multiunit EMG Recordings Using Tabu Search.
IEEE Trans. Biomed. Eng., 2010

Multichannel Intraneural and Intramuscular Techniques for Multiunit Recording and Use in Active Prostheses.
Proc. IEEE, 2010

Comparison of feature selection and classification methods for a brain-computer interface driven by non-motor imagery.
Medical Biol. Eng. Comput., 2010

2009
A Novel Criterion of Wavelet Packet Best Basis Selection for Signal Classification With Application to Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., 2009

Compression of Multidimensional Biomedical Signals With Spatial and Temporal Codebook-Excited Linear Prediction.
IEEE Trans. Biomed. Eng., 2009

Identification of task parameters from movement-related cortical potentials.
Medical Biol. Eng. Comput., 2009

2008
Movement-Related Cortical Potentials Allow Discrimination of Rate of Torque Development in Imaginary Isometric Plantar Flexion.
IEEE Trans. Biomed. Eng., 2008

Optimized Wavelets for Blind Separation of Nonstationary Surface Myoelectric Signals.
IEEE Trans. Biomed. Eng., 2008

Entropy-Based Optimization of Wavelet Spatial Filters.
IEEE Trans. Biomed. Eng., 2008

Longitudinal and transverse propagation of surface mechanomyographic waves generated by single motor unit activity.
Medical Biol. Eng. Comput., 2008

Surface EMG processing: Introduction to the special issue.
Biomed. Signal Process. Control., 2008

Multi-channel surface EMG classification using support vector machines and signal-based wavelet optimization.
Biomed. Signal Process. Control., 2008

Estimation of muscle fiber conduction velocity from two-dimensional surface EMG recordings in dynamic tasks.
Biomed. Signal Process. Control., 2008

Identification of movement-related cortical potentials with optimized spatial filtering and principal component analysis.
Biomed. Signal Process. Control., 2008

Matrix-based linear predictive compression of multi-channel surface emg signals.
Proceedings of the IEEE International Conference on Acoustics, 2008

Time-varying delay estimation with application to electromyography.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Estimation of Muscle Fiber Conduction Velocity With a Spectral Multidip Approach.
IEEE Trans. Biomed. Eng., 2007

Compression of Biomedical Signals With Mother Wavelet Optimization and Best-Basis Wavelet Packet Selection.
IEEE Trans. Biomed. Eng., 2007

Signal-dependent wavelets for electromyogram classification.
Medical Biol. Eng. Comput., 2007

Estimation of muscle fiber conduction velocity of doublet discharges.
Biomed. Signal Process. Control., 2007

ACELP-Based Compression of Multi-Channel Surface EMG Signals.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Estimation of Motor Unit Conduction Velocity From Surface EMG Recordings by Signal-Based Selection of the Spatial Filters.
IEEE Trans. Biomed. Eng., 2006

A finite element model for describing the effect of muscle shortening on surface EMG.
IEEE Trans. Biomed. Eng., 2006

An analytical model for surface EMG generation in volume conductors with smooth conductivity variations.
IEEE Trans. Biomed. Eng., 2006

Optimal wavelets for biomedical signal compression.
Medical Biol. Eng. Comput., 2006

Spectral moments of mechanomyographic signals recorded with accelerometer and microphone during sustained fatiguing contractions.
Medical Biol. Eng. Comput., 2006

Biomedical Signal Compression With Optimized Wavelets.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Compression of Surface Emg Signalswith Algebraic Code Excited Linear Prediction.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
A model for surface EMG generation in volume conductors with spherical inhomogeneities.
IEEE Trans. Biomed. Eng., 2005

Estimation of M-wave scale factor during sustained contractions at high stimulation rate.
IEEE Trans. Biomed. Eng., 2005

Linear predictive coding of myoelectric signals.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Simulation of surface EMG signals generated by muscle tissues with inhomogeneity due to fiber pinnation.
IEEE Trans. Biomed. Eng., 2004

Assessment of average muscle fiber conduction velocity from surface EMG signals during fatiguing dynamic contractions.
IEEE Trans. Biomed. Eng., 2004

A surface EMG generation model with multilayer cylindrical description of the volume conductor.
IEEE Trans. Biomed. Eng., 2004

Blind separation of linear instantaneous mixtures of nonstationary surface myoelectric signals.
IEEE Trans. Biomed. Eng., 2004

2003
A pseudojoint estimation of time delay and scale factor for M-wave analysis.
IEEE Trans. Biomed. Eng., 2003

A fast and reliable technique for muscle activity detection from surface EMG signals.
IEEE Trans. Biomed. Eng., 2003

A novel approach for estimating muscle fiber conduction velocity by spatial and temporal filtering of surface EMG signals.
IEEE Trans. Biomed. Eng., 2003

Selectivity of spatial filters for surface EMG detection from the tibialis anterior muscle.
IEEE Trans. Biomed. Eng., 2003

2002
Influence of anatomical, physical, and detection-system parameters on surface EMG.
Biol. Cybern., 2002

2001
A novel approach for precise simulation of the EMG signal detected by surface electrodes.
IEEE Trans. Biomed. Eng., 2001

A model for the generation of synthetic intramuscular EMG signals to test decomposition algorithms.
IEEE Trans. Biomed. Eng., 2001

Concentric-ring electrode systems for noninvasive detection of single motor unit activity.
IEEE Trans. Biomed. Eng., 2001

2000
Noninvasive estimation of motor unit conduction velocity distribution using linear electrode arrays.
IEEE Trans. Biomed. Eng., 2000


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