Dario Farina

Comparison of movement related cortical potential in healthy people and amyotrophic lateral sclerosis patients.

Effects of altered muscle temperature on neuromuscular properties in young and older women.

Detecting the unique representation of motor-unit action potentials in the surface electromyogram.

Longitudinal and transverse propagation of surface mechanomyographic waves generated by single motor unit activity.

Motor unit acceleration maps and interference mechanomyographic distribution.

Sympathetic-induced changes in discharge rate and spike-triggered average twitch torque of low-threshold motor units in humans.

Counterpoint: spectral properties of the surface EMG do not provide information about motor unit recruitment and muscle fiber type.

Last word on point:counterpoint: spectral properties of the surface EMG can characterize/do not provide information about motor unit recruitment and muscle fiber type.

Movement-related cortical potentials allow discrimination of rate of torque development in imaginary isometric plantar flexion.

Analysis of motor units with high-density surface electromyography.

Adjustments differ among low-threshold motor units during intermittent, isometric contractions.

Analysis of intramuscular electromyogram signals.

Discharge rate of sternohyoid motor units activated with surface EMG feedback.

Estimating motor unit discharge patterns from high-density surface electromyogram.

Muscular activation during reverse and non-reverse chewing cycles in unilateral posterior crossbite.

Unsupervised Bayesian decomposition of multiunit EMG recordings using Tabu search.

Single-trial discrimination of type and speed of wrist movements from EEG recordings.

Discharge properties of motor units of the abductor hallucis muscle during cramp contractions.

Compression of multidimensional biomedical signals with spatial and temporal codebook-excited linear prediction.

A novel criterion of wavelet packet best basis selection for signal classification with application to brain-computer interfaces.

Adaptations of upper trapezius muscle activity during sustained contractions in women with fibromyalgia.

Motor unit conduction velocity during sustained contraction after eccentric exercise.

Identification of task parameters from movement-related cortical potentials.

Relationship between grasping force and features of single-channel intramuscular EMG signals.

Normalization reduces the spatial dependency of the jaw-stretch reflex activity in the human masseter muscle.

Unilateral balance training enhances neuromuscular reactions to perturbations in the trained and contralateral limb.

Fluctuations in isometric muscle force can be described by one linear projection of low-frequency components of motor unit discharge rates.

A criterion for signal-based selection of wavelets for denoising intrafascicular nerve recordings.

Enhanced EMG signal processing for simultaneous and proportional myoelectric control.

Sympathetic actions on the skeletal muscle.

Comparison of feature selection and classification methods for a brain-computer interface driven by non-motor imagery.

Identifying representative synergy matrices for describing muscular activation patterns during multidirectional reaching in the horizontal plane.

Effect of pain on the modulation in discharge rate of sternocleidomastoid motor units with force direction.

Experimental analysis of accuracy in the identification of motor unit spike trains from high-density surface EMG.

An integrative model of motor unit activity during sustained submaximal contractions.

Influence of fatigue on the simulated relation between the amplitude of the surface electromyogram and muscle force.

Decoding the neural drive to muscles from the surface electromyogram.

Predicting force loss during dynamic fatiguing exercises from non-linear mapping of features of the surface electromyogram.

Offline Identification of Imagined Speed of Wrist Movements in Paralyzed ALS Patients from Single-Trial EEG.

The role of motor learning and neuroplasticity in designing rehabilitation approaches for musculoskeletal pain disorders.

Time-dependent effects of pre-conditioning activation on muscle fiber conduction velocity and twitch torque.

Association between neck muscle coactivation, pain, and strength in women with neck pain.

Simultaneous and proportional force estimation for multifunction myoelectric prostheses using mirrored bilateral training.

Motor unit behavior during submaximal contractions following six weeks of either endurance or strength training.

Covariance and time-scale methods for blind separation of delayed sources.

Effect of unaccustomed eccentric exercise on proprioception of the knee in weight and non-weight bearing tasks.

Unraveling the neurophysiology of muscle fatigue.

E-Textile platforms for rehabilitation.

High-density EMG E-textile systems for the control of active prostheses.

Support vector machine classification of multi-channel EEG traces: a new tool to analyze the brain response to morphine treatment.

Multichannel surface EMG based estimation of bilateral hand kinematics during movements at multiple degrees of freedom.

An integrative model of the surface EMG in pathological tremor.

Postural activation of the human medial gastrocnemius muscle: are the muscle units spatially localised?

Myoelectric control in neurorehabilitation.

Linear transmission of cortical oscillations to the neural drive to muscles is mediated by common projections to populations of motoneurons in humans.

Association between intensity of pain and impairment in onset and activation of the deep cervical flexors in patients with persistent neck pain.

Reduced force steadiness in women with neck pain and the effect of short term vibration.

Comparison of neural activation and energy cost during treadmill walking with body weight unloading between frail and healthy older women.

Surface EMG decomposition requires an appropriate validation.

Spike sorting by stochastic simulation.

A model of the surface electromyogram in pathological tremor.

Muscle fibre conduction velocity during a 30-s Wingate anaerobic test.

Sympathetic activation by the cold pressor test does not increase the muscle force generation capacity.

Impulses of activation but not motor modules are preserved in the locomotion of subacute stroke patients.

Influence of the training set on the accuracy of surface EMG classification in dynamic contractions for the control of multifunction prostheses.

Neuromuscular adjustments that constrain submaximal EMG amplitude at task failure of sustained isometric contractions.

Variations in propagation velocity of muscle-fiber action potentials in individual motor units during voluntary contractions.

Decorrelation of cortical inputs and motoneuron output.

EMG-based characterization of pathological tremor using the iterated Hilbert transform.

Electrical stimulation for neuromuscular testing and training: state-of-the art and unresolved issues.

Adjustments in motor unit properties during fatiguing contractions after training.

Biomarkers for visceral hypersensitivity identified by classification of electroencephalographic frequency alterations.

The analgesic effect of pregabalin in patients with chronic pain is reflected by changes in pharmaco-EEG spectral indices.

Mechanisms of cramp contractions: peripheral or central generation?

Assessment of the electrophysiological properties of the muscle fibers of a transplanted hand.

Recruitment of motor units in the medial gastrocnemius muscle during human quiet standing: is recruitment intermittent? What triggers recruitment?

Changes in H reflex and V wave following short-term endurance and strength training.

Estimation of grasping force from features of intramuscular EMG signals with mirrored bilateral training.

Detection of movement intention from single-trial movement-related cortical potentials.

Low-frequency oscillations of the neural drive to the muscle are increased with experimental muscle pain.

Robust decomposition of single-channel intramuscular EMG signals at low force levels.

The change in deep cervical flexor activity after training is associated with the degree of pain reduction in patients with chronic neck pain.

Rehabilitation of gait after stroke: a review towards a top-down approach.

Simultaneous and proportional estimation of hand kinematics from EMG during mirrored movements at multiple degrees-of-freedom.

Chronic trauma-induced neck pain impairs the neural control of the deep semispinalis cervicis muscle.

Precise temporal association between cortical potentials evoked by motor imagination and afference induces cortical plasticity.

Combined multivariate matching pursuit and support vector machine: a way forward to classify single-sweep evoked potentials?

Accuracy of a BCI based on movement-related and error potentials.

Influence of amplitude cancellation on the accuracy of determining the onset of muscle activity from the surface electromyogram.

Recruitment of motor units in two fascicles of the semispinalis cervicis muscle.

Motor unit recruitment strategies and muscle properties determine the influence of synaptic noise on force steadiness.

Biomechanical strategies to accommodate expected slips in different directions during walking.

Peripheral electrical stimulation triggered by self-paced detection of motor intention enhances motor evoked potentials.

Simultaneous and proportional force estimation in multiple degrees of freedom from intramuscular EMG.

EMG-based simultaneous and proportional estimation of wrist/hand kinematics in uni-lateral trans-radial amputees.

Spike detection and clustering with unsupervised wavelet optimization in extracellular neural recordings.

Modular organization of balance control following perturbations during walking.

Surface EMG crosstalk during phasic involuntary muscle activation in the nociceptive withdrawal reflex.

Comparison of power and EMG during 6-s all-out cycling between young and older women.

Changes in human muscle oxygen saturation and mean fiber conduction velocity during intense dynamic exercise--effect of muscular training status.

Dynamics of muscle activation during tonic-clonic seizures.

Origin and development of muscle cramps.

Motor modules in robot-aided walking.

Factors influencing the estimates of correlation between motor unit activities in humans.

Effect of arm position on the prediction of kinematics from EMG in amputees.

Special issue: wearable computing and communication for e-Health.

Accessing the neural drive to muscle and translation to neurorehabilitation technologies.

Detection of movement-related cortical potentials based on subject-independent training.

EMG-driven forward-dynamic estimation of muscle force and joint moment about multiple degrees of freedom in the human lower extremity.

Real time simultaneous and proportional control of multiple degrees of freedom from surface EMG: Preliminary results on subjects with limb deficiency.

Crossed reflex reversal during human locomotion.

Surface versus untargeted intramuscular EMG based classification of simultaneous and dynamically changing movements.

Identification of common synaptic inputs to motor neurons from the rectified electromyogram.

Effects of perturbations to balance on neuromechanics of fast changes in direction during locomotion.

Neural correlates of task-related changes in physiological tremor.

Spatial distribution of surface action potentials generated by individual motor units in the human biceps brachii muscle.

Stress-induced increase in muscle force: truth or myth?

HyVE: hybrid vibro-electrotactile stimulation for sensory feedback and substitution in rehabilitation.

A musculoskeletal model of human locomotion driven by a low dimensional set of impulsive excitation primitives.

Effects of robotic guidance on the coordination of locomotion.

Detection and classification of movement-related cortical potentials associated with task force and speed.

Intuitive, online, simultaneous, and proportional myoelectric control over two degrees-of-freedom in upper limb amputees.

Development of Multi-Channel Intramuscular EMG Recording Electrodes.

Long term stability of surface EMG pattern classification for prosthetic control.

Extracting signals robust to electrode number and shift for online simultaneous and proportional myoelectric control by factorization algorithms.

Motor unit recruitment by size does not provide functional advantages for motor performance.

Human stretch reflex pathways reexamined.

Is accurate mapping of EMG signals on kinematics needed for precise online myoelectric control?

Use of electromyographic and electrocardiographic signals to detect sleep bruxism episodes in a natural environment.

Identification of a self-paced hitting task in freely moving rats based on adaptive spike detection from multi-unit M1 cortical signals.

A non-parametric Bayesian approach for clustering and tracking non-stationarities of neural spikes.

Reply from Dario Farina, Francesco Negro and Ning Jiang.

Enhanced low-latency detection of motor intention from EEG for closed-loop brain-computer interface applications.

Reorganization of muscle synergies during multidirectional reaching in the horizontal plane with experimental muscle pain.

A hybrid intelligent system for diagnosing microalbuminuria in type 2 diabetes patients without having to measure urinary albumin.

Virtual grasping: closed-loop force control using electrotactile feedback.

Slipping during side-step cutting: anticipatory effects and familiarization.

Denoising and compression of intracortical signals with a modified MDL criterion.

Self-correcting pattern recognition system of surface EMG signals for upper limb prosthesis control.

Limitations of the spike-triggered averaging for estimating motor unit twitch force: a theoretical analysis.

Manipulating measurement scales in medical statistical analysis and data mining: A review of methodologies.

A closed-loop brain-computer interface triggering an active ankle-foot orthosis for inducing cortical neural plasticity.

Sequential decoding of intramuscular EMG signals via estimation of a Markov model.

The extraction of neural information from the surface EMG for the control of upper-limb prostheses: emerging avenues and challenges.

Noninvasive, accurate assessment of the behavior of representative populations of motor units in targeted reinnervated muscles.

Closed-loop control of grasping with a myoelectric hand prosthesis: which are the relevant feedback variables for force control?

The effective neural drive to muscles is the common synaptic input to motor neurons.

Stereovision and augmented reality for closed-loop control of grasping in hand prostheses.

Motor modules of human locomotion: influence of EMG averaging, concatenation, and number of step cycles.

A brain-computer interface for single-trial detection of gait initiation from movement related cortical potentials.

HyVE-hybrid vibro-electrotactile stimulation-is an efficient approach to multi-channel sensory feedback.

A state-based, proportional myoelectric control method: online validation and comparison with the clinical state-of-the-art.

Online tremor suppression using electromyography and low-level electrical stimulation.

Guest editorial: Advances in control of multi-functional powered upper-limb prostheses.

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

Movement-related cortical potentials in paraplegic patients: abnormal patterns and considerations for BCI-rehabilitation.

Closed-Loop Control of Myoelectric Prostheses With Electrotactile Feedback: Influence of Stimulation Artifact and Blanking.

Time-division multiplexing for myoelectric closed-loop control using electrotactile feedback.

Influence of common synaptic input to motor neurons on the neural drive to muscle in essential tremor.

The extraction of neural strategies from the surface EMG: an update.

A Multi-Class Proportional Myocontrol Algorithm for Upper Limb Prosthesis Control: Validation in Real-Life Scenarios on Amputees.

Bionic limbs: clinical reality and academic promises.

Adaptive common average filtering for myocontrol applications.

Spatial correlation of high density EMG signals provides features robust to electrode number and shift in pattern recognition for myocontrol.

Common synaptic input to motor neurons, motor unit synchronization, and force control.

Sensory feedback in prosthetics: a standardized test bench for closed-loop control.

Hybrid neuromusculoskeletal modeling to best track joint moments using a balance between muscle excitations derived from electromyograms and optimization.

Physiological recruitment of motor units by high-frequency electrical stimulation of afferent pathways.

Extending mode switching to multiple degrees of freedom in hand prosthesis control is not efficient.

Power spectrum of the rectified EMG: influence of motor unit action potential shapes.

Covariate shift adaptation in EMG pattern recognition for prosthetic device control.

High-density surface EMG decomposition allows for recording of motor unit discharge from proximal and distal flexion synergy muscles simultaneously in individuals with stroke.

Bionic reconstruction to restore hand function after brachial plexus injury: a case series of three patients.

Building an internal model of a myoelectric prosthesis via closed-loop control for consistent and routine grasping.

High-Density Electromyography and Motor Skill Learning for Robust Long-Term Control of a 7-DoF Robot Arm.

Reply to De Luca, Nawab, and Kline: The proposed method to validate surface EMG signal decomposition remains problematic.

The impact of the stimulation frequency on closed-loop control with electrotactile feedback.

Power spectrum of the rectified EMG: when and why is rectification beneficial for identifying neural connectivity?

Short-latency crossed responses in the human biceps femoris muscle.

Experimental muscle pain increases variability of neural drive to muscle and decreases motor unit coherence in tremor frequency band.

User adaptation in long-term, open-loop myoelectric training: implications for EMG pattern recognition in prosthesis control.

One central oscillatory drive is compatible with experimental motor unit behaviour in essential and Parkinsonian tremor.

The effect of crossed reflex responses on dynamic stability during locomotion.

The phase difference between neural drives to antagonist muscles in essential tremor is associated with the relative strength of supraspinal and afferent input.

Human-Machine Interface for the Control of Multi-Function Systems Based on Electrocutaneous Menu: Application to Multi-Grasp Prosthetic Hands.

EMG Biofeedback for online predictive control of grasping force in a myoelectric prosthesis.

Estimating reflex responses in large populations of motor units by decomposition of the high-density surface electromyogram.

Context-Dependent Upper Limb Prosthesis Control for Natural and Robust Use.

Accurate and representative decoding of the neural drive to muscles in humans with multi-channel intramuscular thin-film electrodes.

The optimal neural strategy for a stable motor task requires a compromise between level of muscle cocontraction and synaptic gain of afferent feedback.

Comparison of spatial filters and features for the detection and classification of movement-related cortical potentials in healthy individuals and stroke patients.

Modeling and simulating the neuromuscular mechanisms regulating ankle and knee joint stiffness during human locomotion.

Multivariate Analysis of Single-Sweep Evoked Brain Potentials for Pharmaco-Electroencephalography.

Detecting and classifying movement-related cortical potentials associated with hand movements in healthy subjects and stroke patients from single-electrode, single-trial EEG.

Motor Neuron Pools of Synergistic Thigh Muscles Share Most of Their Synaptic Input.

Increased HCN channel driven inward rectification in benign cramp fasciculation syndrome.

THE PROPORTION OF COMMON SYNAPTIC INPUT TO MOTOR NEURONS INCREASES WITH AN INCREASE IN NET EXCITATORY INPUT.

A predictive model of muscle excitations based on muscle modularity for a large repertoire of human locomotion conditions.

Improving the Robustness of Myoelectric Pattern Recognition for Upper Limb Prostheses by Covariate Shift Adaptation.

Sensor fusion and computer vision for context-aware control of a multi degree-of-freedom prosthesis.

Influence of attention alternation on movement-related cortical potentials in healthy individuals and stroke patients.

Sensory Feedback in Interlimb Coordination: Contralateral Afferent Contribution to the Short-Latency Crossed Response during Human Walking.

Correlation between discharge timings of pairs of motor units reveals the presence but not the proportion of common synaptic input to motor neurons.

Differential Motor Unit Changes after Endurance or High-Intensity Interval Training.

Tick-tock, spinal motor neurons go with the cortical clock in young infants.

Translating Research on Myoelectric Control into Clinics-Are the Performance Assessment Methods Adequate?

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

Classification of EEG signals to identify variations in attention during motor task execution.

Tactile feedback is an effective instrument for the training of grasping with a prosthesis at low- and medium-force levels.

User adaptation in Myoelectric Man-Machine Interfaces.

Associations between motor unit action potential parameters and surface EMG features.

Broadband Prosthetic Interfaces: Combining Nerve Transfers and Implantable Multichannel EMG Technology to Decode Spinal Motor Neuron Activity.

Influence of dual-tasking with different levels of attention diversion on characteristics of the movement-related cortical potential.

Axonal components of nerves innervating the human arm.

Specificity of surface EMG recordings for gastrocnemius during upright standing.

In Vivo Neuromechanics: Decoding Causal Motor Neuron Behavior with Resulting Musculoskeletal Function.

Common Synaptic Input to Motor Neurons and Neural Drive to Targeted Reinnervated Muscles.

Reciprocal inhibition between motor neurons of the tibialis anterior and triceps surae in humans.

Surface electromyographic amplitude does not identify differences in neural drive to synergistic muscles.

Online mapping of EMG signals into kinematics by autoencoding.

The clinical relevance of advanced artificial feedback in the control of a multi-functional myoelectric prosthesis.

Robust and accurate decoding of motoneuron behaviour and prediction of the resulting force output.

Rehabilitation Induced Neural Plasticity after Acquired Brain Injury.

Coherence of the Surface EMG and Common Synaptic Input to Motor Neurons.

3D printed upper limb prosthetics.

Decrease in force steadiness with aging is associated with increased power of the common but not independent input to motor neurons.

Early Motor Unit Conduction Velocity Changes to High-Intensity Interval Training versus Continuous Training.

Higher muscle fiber conduction velocity and early rate of torque development in chronically strength trained individuals.

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

Myocontrol is closed-loop control: incidental feedback is sufficient for scaling the prosthesis force in routine grasping.

Brain state-dependent stimulation boosts functional recovery following stroke.

Decoding motor neuron activity from epimysial thin-film electrode recordings following targeted muscle reinnervation.

Peripheral nerve transfers change target muscle structure and function.

Comparison of fMRI Digit Representations of the Dominant and Non-dominant Hand in the Human Primary Somatosensory Cortex.

Bionic hand as artificial organ: Current status and future perspectives.

A thin-film multichannel electrode for muscle recording and stimulation in neuroprosthetics applications.

The increase in muscle force after 4 weeks of strength training is mediated by adaptations in motor unit recruitment and rate coding.

You are as fast as your motor neurons: speed of recruitment and maximal discharge of motor neurons determine the maximal rate of force development in humans.

Oscillations in neural drive and age-related reductions in force steadiness with a cognitive challenge.

Predicting wrist kinematics from motor unit discharge timings for the control of active prostheses.

Amplitude cancellation influences the association between frequency components in the neural drive to muscle and the rectified EMG signal.

Directional Forgetting for Stable Co-Adaptation in Myoelectric Control.

The relative strength of common synaptic input to motor neurons is not a determinant of the maximal rate of force development in humans.

The Relationship Between Blood Flow and Motor Unit Firing Rates in Response to Fatiguing Exercise Post-stroke.

Optimal automatic detection of muscle activation intervals.

Voluntary control of wearable robotic exoskeletons by patients with paresis via neuromechanical modeling.

Exogenous neuromodulation of spinal neurons induces beta-band coherence during self-sustained discharge of hindlimb motor unit populations.

Consensus for experimental design in electromyography (CEDE) project: Electrode selection matrix.

Voluntary and tremorogenic inputs to motor neuron pools of agonist/antagonist muscles in essential tremor patients.

Neural and muscular determinants of maximal rate of force development.

Strength Training Increases Conduction Velocity of High-Threshold Motor Units.

Psychometric characterization of incidental feedback sources during grasping with a hand prosthesis.

Direct translation of findings in isolated animal preparations to in vivo human motoneuron behaviour is challenging.

Divergent response of low- versus high-threshold motor units to experimental muscle pain.

Neuro-Musculoskeletal Mapping for Man-Machine Interfacing.

Tutorial: Analysis of motor unit discharge characteristics from high-density surface EMG signals.

Muscle fiber conduction velocity in the vastus lateralis and medialis muscles of soccer players after ACL reconstruction.

Consensus for experimental design in electromyography (CEDE) project: Amplitude normalization matrix.

Longitudinal Case Study of Regression-Based Hand Prosthesis Control in Daily Life.

Non-invasive analysis of motor neurons controlling the intrinsic and extrinsic muscles of the hand.

Wearable multichannel haptic device for encoding proprioception in the upper limb.

Inability to increase the neural drive to muscle is associated with task failure during submaximal contractions.

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

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

Spinal motoneurons of the human newborn are highly synchronized during leg movements.

Towards human motor augmentation by voluntary decoupling beta activity in the neural drive to muscle and force production.

Muscles from the same muscle group do not necessarily share common drive: evidence from the human triceps surae.

Rehabilitation of high upper limb amputees after Targeted Muscle Reinnervation.

Long exposure convolutional memory network for accurate estimation of finger kinematics from surface electromyographic signals.

Force Steadiness: From Motor Units to Voluntary Actions.

Towards a mechanistic approach for the development of non-invasive brain-computer interfaces for motor rehabilitation.

Simultaneous and proportional control of wrist and hand movements by decoding motor unit discharges in real time.

Analysis of motor unit spike trains estimated from high-density surface electromyography is highly reliable across operators.

Brain-computer interfaces and plasticity of the human nervous system.

Altered evoked low-frequency connectivity from SI to ACC following nerve injury in rats.

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

Online control of an assistive active glove by slow cortical signals in patients with amyotrophic lateral sclerosis.

Toward higher-performance bionic limbs for wider clinical use.

Consensus for experimental design in electromyography (CEDE) project: Terminology matrix.

Synergistic Organization of Neural Inputs from Spinal Motor Neurons to Extrinsic and Intrinsic Hand Muscles.

Surface EMG cross talk quantified at the motor unit population level for muscles of the hand, thigh, and calf.

Participant-specific classifier tuning increases the performance of hand movement detection from EEG in patients with amyotrophic lateral sclerosis.

Recruitment order of motor neurons promoted by epidural stimulation in individuals with spinal cord injury.

Pain-induced changes in motor unit discharge depend on recruitment threshold and contraction speed.

Proof of concept for multiple nerve transfers to a single target muscle.

Deficit in knee extension strength following anterior cruciate ligament reconstruction is explained by a reduced neural drive to the vasti muscles.

Human-Robot Interaction With Robust Prediction of Movement Intention Surpasses Manual Control.