Bridging the gap between motor imagery and motor execution with a brain-robot interface

No abstract is available for this paper.

• Publication year

  2015

• Venue

  NeuroImage

• Publication date

  2015-03-01

• Fields of study

  Medicine, Computer Science, Engineering, Psychology

• Identifiers
  DOI 10.1016/j.neuroimage.2014.12.026PMID 25527239
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Lateralized alpha-band cortical networks regulate volitional modulation of beta-band sensorimotor oscillations

  2014cited by this paper
• Re-thinking the role of motor cortex: Context-sensitive motor outputs?

  2014cited by this paper
• Resting-state cortical connectivity predicts motor skill acquisition

  2014cited by this paper
• Dual-tDCS Enhances Online Motor Skill Learning and Long-Term Retention in Chronic Stroke Patients

  2013cited by this paper
• Brain–machine interface in chronic stroke rehabilitation: A controlled study

  2013cited by this paper
• The effects of mental practice in neurological rehabilitation; a systematic review and meta-analysis

  2013cited by this paper
• Value of amplitude, phase, and coherence features for a sensorimotor rhythm-based brain-computer interface.

  2012cited by this paper
• Interindividual reaction time variability is related to resting-state network topology: an electroencephalogram study.

  2012cited by this paper
• The importance of timing in segregated theta phase-coupling for cognitive performance.

  2012cited by this paper
• Reorganizing the Intrinsic Functional Architecture of the Human Primary Motor Cortex during Rest with Non-Invasive Cortical Stimulation

  2012cited by this paper
• Movement related cortical potentials of cued versus self‐initiated movements: Double dissociated modulation by dorsal premotor cortex versus supplementary motor area rTMS

  2012cited by this paper
• Cortical activation during executed, imagined, observed, and passive wrist movements in healthy volunteers and stroke patients

  2012cited by this paper
• Cortical activities associated with voluntary movements and involuntary movements.

  2012cited by this paper
• Parietofrontal integrity determines neural modulation associated with grasping imagery after stroke.

  2012cited by this paper
• Functional brain network efficiency predicts intelligence

  2012cited by this paper
• Modulating functional connectivity patterns and topological functional organization of the human brain with transcranial direct current stimulation

  2011cited by this paper
• ERD-Based Online Brain–Machine Interfaces (BMI) in the Context of Neurorehabilitation: Optimizing BMI Learning and Performance

  2011cited by this paper
• Do resting brain dynamics predict oddball evoked-potential?

  2011cited by this paper
• Evaluation of effective connectivity of motor areas during motor imagery and execution using conditional Granger causality

  2011cited by this paper
• Closing the sensorimotor loop: haptic feedback facilitates decoding of motor imagery

  2011cited by this paper
• Multisubject Learning for Common Spatial Patterns in Motor-Imagery BCI

  2011cited by this paper
• Mental practice with motor imagery in stroke recovery: randomized controlled trial of efficacy

  2011influential reference
• First Steps Toward a Motor Imagery Based Stroke BCI: New Strategy to Set up a Classifier

  2011cited by this paper
• Involvement of the Primary Motor Cortex in Controlling Movements Executed with the Ipsilateral Hand Differs between Left- and Right-handers

  2011cited by this paper
• Physically interactive robotic technology for neuromotor rehabilitation.

  2011cited by this paper
• State-Dependent and Timing-Dependent Bidirectional Associative Plasticity in the Human SMA-M1 Network

  2011cited by this paper
• A Large Clinical Study on the Ability of Stroke Patients to Use an EEG-Based Motor Imagery Brain-Computer Interface

  2011cited by this paper
• Longer versus shorter mental practice sessions for affected upper extremity movement after stroke: a randomized controlled trial

  2011cited by this paper
• Recovery of Motor Imagery Ability in Stroke Patients

  2011cited by this paper
• Resting state EEG delta-beta coherence in relation to anxiety, behavioral inhibition, and selective attentional processing of threatening stimuli.

  2011cited by this paper
• Robot-assisted therapy for long-term upper-limb impairment after stroke.

  2010cited by this paper
• Neurophysiological predictor of SMR-based BCI performance

  2010influential reference
• Localizing performance of go/no-go tasks to prefrontal cortical subregions

  2010cited by this paper
• FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data

  2010cited by this paper
• The Kinesthetic and Visual Imagery Questionnaire Is a Reliable Tool for Individuals With Parkinson Disease

  2010cited by this paper
• Human muscle spindles act as forward sensory models.

  2010cited by this paper
• Dynamic functional reorganization of the motor execution network after stroke.

  2010cited by this paper
• Cortical activity during motor execution, motor imagery, and imagery-based online feedback

  2010cited by this paper
• Motor recovery after stroke: a systematic review.

  2009influential reference
• Comparison of unilateral and bilateral complex finger tapping‐related activation in premotor and primary motor cortex

  2009cited by this paper
• Towards a Cure for BCI Illiteracy

  2009cited by this paper
• The kinaesthetic senses

  2009cited by this paper
• The Resting Human Brain and Motor Learning

  2009cited by this paper
• Intracranial EEG Reveals a Time- and Frequency-Specific Role for the Right Inferior Frontal Gyrus and Primary Motor Cortex in Stopping Initiated Responses

  2009cited by this paper
• Sensory-motor and cognitive functions of the human posterior parietal cortex involved in manual actions.

  2009cited by this paper
• Supplementary motor area and anterior intraparietal area integrate fine‐graded timing and force control during precision grip

  2009cited by this paper
• Dynamic intra- and interhemispheric interactions during unilateral and bilateral hand movements assessed with fMRI and DCM

  2008influential reference
• Comparison of Granger Causality and Phase Slope Index

  2008cited by this paper
• Enhancement of long‐range EEG coherence by synchronous bifocal transcranial magnetic stimulation

  2008cited by this paper
• Amplitude and phase coupling measures for feature extraction in an EEG-based brain–computer interface

  2007cited by this paper
• The Kinesthetic and Visual Imagery Questionnaire (KVIQ) for Assessing Motor Imagery in Persons with Physical Disabilities: A Reliability and Construct Validity Study

  2007influential reference
• Robustly estimating the flow direction of information in complex physical systems.

  2007cited by this paper
• Cortical Networks Related to Human Use of Tools

  2006cited by this paper
• The Primary Motor and Premotor Areas of the Human Cerebral Cortex

  2006cited by this paper
• Monitoring surface EMG spectral changes by the zero crossing rate

  2006cited by this paper
• Two different reorganization patterns after rehabilitative therapy: An exploratory study with fMRI and TMS

  2006cited by this paper
• Motor Imagery: A Backdoor to the Motor System After Stroke?

  2006cited by this paper
• Reorganization of Motor Execution Rather Than Preparation in Poststroke Hemiparesis

  2005cited by this paper
• Common and unique components of response inhibition revealed by fMRI

  2005cited by this paper
• A distributed left hemisphere network active during planning of everyday tool use skills.

  2004cited by this paper
• BCI2000: a general-purpose brain-computer interface (BCI) system

  2004cited by this paper
• Low-frequency rTMS over lateral premotor cortex induces lasting changes in regional activation and functional coupling of cortical motor areas.

  2003cited by this paper
• The left parietal and premotor cortices: motor attention and selection.

  2003cited by this paper
• Imagery of voluntary movement of fingers, toes, and tongue activates corresponding body-part-specific motor representations.

  2003cited by this paper
• Proprioception-Related Evoked Potentials: Origin and Sensitivity to Movement Parameters

  2002cited by this paper
• Motor recovery after stroke: a systematic review of the literature.

  2002cited by this paper
• MONITORING OF MUSCLE FATIGUE DURING ISOKINETIC EXERCISE

  2001cited by this paper
• Fast and robust fixed-point algorithms for independent component analysis

  1999cited by this paper
• Do imagined and executed actions share the same neural substrate?

  1996cited by this paper
• Mental imagery in the motor context.

  1995cited by this paper
• Controlling the false discovery rate: a practical and powerful approach to multiple testing

  1995influential reference
• An instrument for assessing imagery of movement: The Vividness of Movement Imagery Questionnaire (VMIQ).

  1986cited by this paper
• A rationale and test for the number of factors in factor analysis

  1965cited by this paper
• Human Neuroscience Hypothesis and Theory Article Mental Representation and Motor Imagery Training

  year unknowncited by this paper
• Annals of the New York Academy of Sciences Cognitive Control and Right Ventrolateral Prefrontal Cortex: Reflexive Reorienting, Motor Inhibition, and Action Updating

  year unknowncited by this paper

• Motor imagery-based neurofeedback in older adults: neural signatures and feasibility in a randomized controlled trial targeting age-related cognitive decline.

  2026cites this paper
• The Influence of M1 and DLPFC iTBS on BCI Performance: A TMS and fNIRS Study

  2026cites this paper
• A novel approach to EEG channel selection: Integrating physiological insights and the MI-ME relationship

  2026cites this paper
• A Systematic Review of Trustworthy and Explainable AI Frameworks for Motor Imagery-Based Brain-Computer Interfaces in Robotic Control Systems

  2026cites this paper
• Motor imagery of usual walking and obstacle negotiation in early-stage Parkinson's disease: An electroencephalographic study.

  2025cites this paper
• Physiological assessment of brain, cardiovascular, and respiratory changes in multimodal motor imagery brain-computer interface training

  2025cites this paper
• Multisensory BCI promotes motor recovery via high-order network-mediated interhemispheric integration in chronic stroke

  2025cites this paper
• Characteristic brain functional activation and connectivity during actual and imaginary right-handed grasp.

  2024cites this paper
• A Systematic Review of Bimanual Motor Coordination in Brain-Computer Interface

  2024cites this paper
• Multiclass motor imagery classification with Riemannian geometry and temporal-spectral selection

  2024cites this paper
• Resolving equivocal gain modulation of corticospinal excitability

  2023cites this paper
• A comprehensive guide to BCI-based stroke neurorehabilitation interventions

  2023cites this paper
• Hand-worn devices for assessment and rehabilitation of motor function and their potential use in BCI protocols: a review

  2023cites this paper
• Sustainability of the Metaverse: A Transition to Industry 5.0

  2023cites this paper
• The corticomuscular coupling underlying movement and its application for rehabilitation: a review

  2023cites this paper
• Applying correlation analysis to electrode optimization in source domain

  2023cites this paper
• Spatio-spectral feature classification combining 3D-convolutional neural networks with long short-term memory for motor movement/imagery

  2023cites this paper
• Behavior-Dependent Corticocortical Contributions to Imagined Grasping: A BCI-Triggered TMS Study

  2022cites this paper
• Oscillatory neurofeedback networks and poststroke rehabilitative potential in severely impaired stroke patients

  2022cites this paper
• Sources of Independent Mu Components Reveal Different Brain Areas Involved in Motor Imagery, Motor Execution, and Movement Observation.

  2022cites this paper
• Rewiring Cortico-Muscular Control in the Healthy and Poststroke Human Brain with Proprioceptive β-Band Neurofeedback

  2022cites this paper
• Cervical Spinal Lesion, Completeness of Injury, Stress, and Depression Reduce the Efficiency of Mental Imagery in People With Spinal Cord Injury

  2022cites this paper
• A foot motor imagery brain-computer interface with realistic visual feedback: preliminary evaluation in healthy and stroke subjects

  2021cites this paper
• Paired associative stimulations: novel tools for interacting with sensory and motor cortical plasticity.

  2021cites this paper
• On the characterization of cognitive tasks using activity-specific short-lived synchronization between electroencephalography channels

  2021cites this paper
• Alpha and high gamma phase amplitude coupling during motor imagery and weighted cross-frequency coupling to extract discriminative cross-frequency patterns

  2021cites this paper
• ICA Based Sensors Fault Diagnosis: An Audio Separation Application

  2021cites this paper
• Muscle-specific movement-phase-dependent modulation of corticospinal excitability during upper-limb motor execution and motor imagery combined with virtual action observation.

  2021cites this paper
• Enhancement of Event-Related Desynchronization in Motor Imagery Based on Transcranial Electrical Stimulation

  2021cites this paper
• Influence of iTBS on the Acute Neuroplastic Change After BCI Training

  2021cites this paper
• Brain State-dependent Gain Modulation of Corticospinal Output in the Active Motor System.

  2020cites this paper
• Order and phase ambiguities correction in the ICA based separation of speech signals

  2020cites this paper
• Neural activities classification of left and right finger gestures during motor execution and motor imagery

  2020cites this paper
• State-Dependent Gain Modulation of Spinal Motor Output

  2020cites this paper
• Neurofeedback of scalp bi-hemispheric EEG sensorimotor rhythm guides hemispheric activation of sensorimotor cortex in the targeted hemisphere

  2020cites this paper
• Task-independent electrophysiological correlates of motor imagery ability from kinaesthetic and visual perspectives.

  2020cites this paper
• Scaling Analysis of Phase Fluctuations of Brain Networks in Dynamic Constrained Object Manipulation

  2020cites this paper
• Brain-Machine Neurofeedback: Robotics or Electrical Stimulation?

  2020cites this paper
• Sensorimotor Functional Connectivity: A Neurophysiological Factor Related to BCI Performance

  2020cites this paper
• G-Causality Brain Connectivity Differences of Finger Movements between Motor Execution and Motor Imagery

  2019cites this paper
• Combined endogenous and exogenous disinhibition of intracortical circuits augments plasticity induction in the human motor cortex.

  2019cites this paper
• Different oscillatory entrainment of cortical networks during motor imagery and neurofeedback in right and left handers

  2019cites this paper
• Robotic orthosis compared to virtual hand for Brain–Computer Interface feedback

  2019cites this paper
• Does hypnotic assessment predict the functional equivalence between motor imagery and action?

  2019cites this paper
• The Sensitivity of Single-Trial Mu-Suppression Detection for Motor Imagery Performance as Compared to Motor Execution and Motor Observation Performance

  2019cites this paper
• Design of obstacle avoidance controller for agricultural tractor based on ROS

  2019cites this paper
• DISEÑO DE UN SISTEMA CEREBRO-MAQUINA DE MIEMBRO SUPERIOR PARA LA ASISTENCIA A LA REHABILITACIÓN DE PERSONAS CON ACCIDENTE CEREBRO-VASCULAR

  2019cites this paper
• Brain–computer interface robotics for hand rehabilitation after stroke: a systematic review

  2019cites this paper
• Flow and Immersion in Video Games: The Aftermath of a Conceptual Challenge

  2018cites this paper
• Extended enhancement of corticospinal connectivity with concurrent cortical and peripheral stimulation controlled by sensorimotor desynchronization.

  2018cites this paper
• Muscle‐selective disinhibition of corticomotor representations using a motor imagery‐based brain‐computer interface

  2018cites this paper
• Active Physical Practice Followed by Mental Practice Using BCI-Driven Hand Exoskeleton: A Pilot Trial for Clinical Effectiveness and Usability

  2018cites this paper
• Recruitment of Additional Corticospinal Pathways in the Human Brain with State-Dependent Paired Associative Stimulation

  2018cites this paper
• Brain-Machine Interfaces: Advanced Issues and Approaches

  2018cites this paper
• Reaction Time Predicts Brain–Computer Interface Aptitude

  2018cites this paper
• Novel tDCS montage favors lower limb motor imagery detection

  2018cites this paper
• Effect of a Click-Like Feedback on Motor Imagery in EEG-BCI and Eye-Tracking Hybrid Control for Telepresence

  2018cites this paper
• Comparison of Brain Activation during Motor Imagery and Motor Movement Using fNIRS

  2017influential citation
• EEG based zero-phase phase-locking value (PLV) and effects of spatial filtering during actual movement.

  2017cites this paper
• Virtual and Actual Humanoid Robot Control with Four-Class Motor-Imagery-Based Optical Brain-Computer Interface

  2017cites this paper
• Constraints and Adaptation of Closed-Loop Neuroprosthetics for Functional Restoration

  2017cites this paper
• Proprioceptive Feedback Facilitates Motor Imagery-Related Operant Learning of Sensorimotor β-Band Modulation

  2017cites this paper
• Enhancing the Representational Similarity Between Execution and Imagination of Movement Using Network-Based Brain Computer Interfacing

  2017cites this paper
• Physiological and behavioral effects of β-tACS on brain self-regulation in chronic stroke.

  2017cites this paper
• What is the optimal task difficulty for reinforcement learning of brain self-regulation?

  2016cites this paper
• Do Motor Imagery Performances Depend on the Side of the Lesion at the Acute Stage of Stroke?

  2016cites this paper
• Closed-Loop Neuroprosthetics

  2016cites this paper
• Ensembles of adaptive spatial filters increase BCI performance: an online evaluation

  2016cites this paper
• Brain-robot interface driven plasticity: Distributed modulation of corticospinal excitability

  2016cites this paper
• What Turns Assistive into Restorative Brain-Machine Interfaces?

  2016cites this paper
• Closed-Loop Neuroprosthesis for Reach-to-Grasp Assistance: Combining Adaptive Multi-channel Neuromuscular Stimulation with a Multi-joint Arm Exoskeleton

  2016cites this paper
• Neuromuscular Plasticity: Disentangling Stable and Variable Motor Maps in the Human Sensorimotor Cortex

  2016cites this paper
• Compensation or Restoration: Closed-Loop Feedback of Movement Quality for Assisted Reach-to-Grasp Exercises with a Multi-Joint Arm Exoskeleton

  2016cites this paper
• Multi-contact functional electrical stimulation for hand opening: electrophysiologically driven identification of the optimal stimulation site

  2016cites this paper
• Closed-Loop Task Difficulty Adaptation during Virtual Reality Reach-to-Grasp Training Assisted with an Exoskeleton for Stroke Rehabilitation

  2016influential citation
• Brain State-Dependent Closed-Loop Modulation of Paired Associative Stimulation Controlled by Sensorimotor Desynchronization

  2016cites this paper
• Reinforcement learning of self-regulated sensorimotor β-oscillations improves motor performance

  2016influential citation
• Closed-loop adaptation of neurofeedback based on mental effort facilitates reinforcement learning of brain self-regulation.

  2016cites this paper
• Hybrid Neuroprosthesis for the Upper Limb: Combining Brain-Controlled Neuromuscular Stimulation with a Multi-Joint Arm Exoskeleton

  2016influential citation
• Self-regulation of circumscribed brain activity modulates spatially selective and frequency specific connectivity of distributed resting state networks

  2015cites this paper
• Motor imagery learning across a sequence of trials in stroke patients

  2015cites this paper
• Brain state-dependent robotic reaching movement with a multi-joint arm exoskeleton: combining brain-machine interfacing and robotic rehabilitation

  2015cites this paper
• Reinforcement learning of self-regulated β-oscillations for motor restoration in chronic stroke

  2015cites this paper
• Oscillatory entrainment of the motor cortical network during motor imagery is modulated by the feedback modality

  2015cites this paper
• Reinforcement learning for adaptive threshold control of restorative brain-computer interfaces: a Bayesian simulation

  2015cites this paper
• Predicting workload profiles of brain–robot interface and electromygraphic neurofeedback with cortical resting-state networks: personal trait or task-specific challenge?

  2015cites this paper
• Projecting Navigated TMS Sites on the Gyral Anatomy Decreases Inter-subject Variability of Cortical Motor Maps.

  2015cites this paper