Hand posture classification using electrocorticography signals in the gamma band over human sensorimotor brain areas

No abstract is available for this paper.

• Publication year

  2013

• Venue

  Journal of Neural Engineering

• Publication date

  2013-04-01

• Fields of study

  Medicine, Physics, Computer Science, Engineering

• Identifiers
  DOI 10.1088/1741-2560/10/2/026002PMID 23369953PMCID PMC3670711
• 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.

• Differentiating closed-loop cortical intention from rest: building an asynchronous electrocorticographic BCI

  2013cited by this paper
• Enhanced performance by a hybrid NIRS-EEG brain computer interface

  2012cited by this paper
• Decoding natural grasp types from human ECoG

  2012influential reference
• The origin of extracellular fields and currents — EEG, ECoG, LFP and spikes

  2012cited by this paper
• A Micro-Electrocorticography Platform and Deployment Strategies for Chronic BCI Applications

  2011cited by this paper
• Modeling the spatial reach of the LFP.

  2011cited by this paper
• Functional MRI-based identification of brain areas involved in motor imagery for implantable brain–computer interfaces

  2011cited by this paper
• Enhanced performance by a hybrid NIRS – EEG brain computer interface

  2011cited by this paper
• Optimal spacing of surface electrode arrays for brain–machine interface applications

  2010cited by this paper
• Electrocorticographic amplitude predicts finger positions during slow grasping motions of the hand

  2010cited by this paper
• Automated electrocorticographic electrode localization on individually rendered brain surfaces.

  2010cited by this paper
• Robust, long-term control of an electrocorticographic brain-computer interface with fixed parameters.

  2009cited by this paper
• Long-Term Asynchronous Decoding of Arm Motion Using Electrocorticographic Signals in Monkeys

  2009cited by this paper
• Cortical Representation of Ipsilateral Arm Movements in Monkey and Man

  2009cited by this paper
• Decoding human motor activity from EEG single trials for a discrete two-dimensional cursor control

  2009cited by this paper
• Neural Decoding of Single and Multi-finger Movements Based on ML

  2009cited by this paper
• Human motor cortical activity recorded with Micro-ECoG electrodes, during individual finger movements

  2009cited by this paper
• Glycine-Spacers Influence Functional Motifs Exposure and Self-Assembling Propensity of Functionalized Substrates Tailored for Neural Stem Cell Cultures

  2009cited by this paper
• Decoupling the Cortical Power Spectrum Reveals Real-Time Representation of Individual Finger Movements in Humans

  2009cited by this paper
• Muscle synergies as a predictive framework for the EMG patterns of new hand postures

  2009cited by this paper
• Decoding flexion of individual fingers using electrocorticographic signals in humans

  2009cited by this paper
• Asynchronous Decoding of Dexterous Finger Movements Using M1 Neurons

  2008cited by this paper
• Control of a humanoid robot by a noninvasive brain–computer interface in humans

  2008cited by this paper
• Brain-Computer Interface Operation of Robotic and Prosthetic Devices

  2008cited by this paper
• Control of an Electrical Prosthesis With an SSVEP-Based BCI

  2008cited by this paper
• Decoding M1 neurons during multiple finger movements.

  2007cited by this paper
• Electrocorticographically controlled brain-computer interfaces using motor and sensory imagery in patients with temporary subdural electrode implants. Report of four cases.

  2007cited by this paper
• A Supervised Feature-Projection-Based Real-Time EMG Pattern Recognition for Multifunction Myoelectric Hand Control

  2007cited by this paper
• Decoding two-dimensional movement trajectories using electrocorticographic signals in humans

  2007cited by this paper
• Neural machine interfaces for controlling multifunctional powered upper-limb prostheses

  2007cited by this paper
• A high-performance brain–computer interface

  2006cited by this paper
• ECoG factors underlying multimodal control of a brain-computer interface

  2006cited by this paper
• Electrocorticography-based brain computer Interface-the seattle experience

  2006cited by this paper
• Functional electrical stimulation for neuromuscular applications.

  2005cited by this paper
• Cortical neural prosthetics.

  2004cited by this paper
• Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans.

  2004cited by this paper
• A brain–computer interface using electrocorticographic signals in humans

  2004cited by this paper
• Noninvasive brain-actuated control of a mobile robot by human EEG

  2004cited by this paper
• A survey of the satisfaction of upper limb amputees with their prostheses, their lifestyles, and their abilities.

  2002cited by this paper
• Single-channel EEG-based prosthetic hand grasp control for amputee subjects

  2002cited by this paper
• Limb Amputation and Limb Deficiency: Epidemiology and Recent Trends in the United States

  2002cited by this paper
• Brain-computer interfaces for communication and control.

  2002cited by this paper
• Brain oscillations control hand orthosis in a tetraplegic.

  2000cited by this paper
• Somatotopic gradients in the distributed organization of the human primary motor cortex hand area: evidence from small infarcts

  1999cited by this paper
• EEG-based control of a hand grasp neuroprosthesis.

  1999cited by this paper
• Dynamic Motor Cortical Organization

  1997cited by this paper
• Prosthetic usage in major upper extremity amputations.

  1995influential reference
• Shared neural substrates controlling hand movements in human motor cortex.

  1995cited by this paper
• How somatotopic is the motor cortex hand area?

  1993cited by this paper
• Localization in somatic sensory and motor areas of human cerebral cortex as determined by direct recording of evoked potentials and electrical stimulation.

  1979cited by this paper

• Classifying motion states from neural activity of non-human primates for brain-computer interfaces.

  2026cites this paper
• Advancing individual finger classification through a sandwich enhanced CBAM network with ultra-high-density EEG data.

  2026cites this paper
• Discriminative Feature Fusion for EEG-Based Multi-Class Hand Gesture Recognition

  2025cites this paper
• Prioritized learning of cross-population neural dynamics

  2025cites this paper
• Gesture encoding in human left precentral gyrus neuronal ensembles

  2025cites this paper
• Signal properties and stability of a chronically implanted endovascular brain computer interface

  2025cites this paper
• Longitudinal study of gesture decoding in a clinical trial participant with ALS

  2025cites this paper
• Motor activity in gamma and high gamma bands recorded with a Stentrode from the human motor cortex in two people with ALS

  2025cites this paper
• Gesture encoding in human left precentral gyrus neuronal ensembles

  2024cites this paper
• Flexible, high-density, laminated ECoG electrode array for high spatiotemporal resolution foci diagnostic localization of refractory epilepsy

  2024cites this paper
• A Review of Motor Brain-Computer Interfaces Using Intracranial Electroencephalography Based on Surface Electrodes and Depth Electrodes

  2024cites this paper
• Kineticomyography for Hand Gesture Recognition: Experimental Implementation

  2024cites this paper
• Spatial and Spectral Changes in Cortical Surface Potentials during Pinching versus Thumb and Index Finger Flexion

  2024cites this paper
• Dissociative and prioritized modeling of behaviorally relevant neural dynamics using recurrent neural networks

  2024cites this paper
• Phase-amplitude coupling-based adaptive filters for neural signal decoding

  2023cites this paper
• Neural interfacing biomaterials coated with the firmly tethered neuro-specific lipid bilayer

  2023cites this paper
• Brain–Computer-Interface-Based Smart-Home Interface by Leveraging Motor Imagery Signals

  2023cites this paper
• Neurotechnologies to restore hand functions

  2023cites this paper
• Motor BMIs Have Entered the Clinical Realm

  2022cites this paper
• Decoding trajectories of imagined hand movement using electrocorticograms for brain–machine interface

  2022cites this paper
• Towards clinical application of implantable brain–computer interfaces for people with late-stage ALS: medical and ethical considerations

  2022cites this paper
• Novel Grasping Mechanisms of 3D‐Printed Prosthetic Hands

  2022cites this paper
• A Power-Efficient Brain-Machine Interface System With a Sub-mw Feature Extraction and Decoding ASIC Demonstrated in Nonhuman Primates

  2022cites this paper
• Spontaneous State Detection Using Time-Frequency and Time-Domain Features Extracted From Stereo-Electroencephalography Traces

  2022cites this paper
• Assessing differential representation of hand movements in multiple domains using stereo-electroencephalographic recordings

  2022cites this paper
• Typical somatomotor physiology of the hand is preserved in a patient with an amputated arm: An ECoG case study

  2021influential citation
• Noninvasive and Invasive BCIs and Hardware and Software Components for BCIs

  2021cites this paper
• Decoding of Hand Gestures from Electrocorticography with LSTM Based Deep Neural Network

  2021cites this paper
• Decoding of cortex-wide brain activity from local recordings of neural potentials

  2021cites this paper
• Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings

  2021cites this paper
• Decoding ECoG signal into 3D hand translation using deep learning

  2021cites this paper
• Investigating Data Cleaning Methods to Improve Performance of Brain–Computer Interfaces Based on Stereo-Electroencephalography

  2021cites this paper
• Restoring upper extremity function with brain-machine interfaces.

  2021cites this paper
• Beyond body maps: Information content of specific body parts is distributed across the somatosensory homunculus

  2021cites this paper
• Detection of human white matter activation and evaluation of its function in movement decoding using stereo-electroencephalography (SEEG)

  2021cites this paper
• Self-Related Stimuli Decoding With Auditory and Visual Modalities Using Stereo-Electroencephalography

  2021cites this paper
• The Riemannian spatial pattern method: mapping and clustering movement imagery using Riemannian geometry

  2021cites this paper
• Brain-machine and muscle-machine bio-sensing methods for gesture intent acquisition in upper-limb prosthesis control: a review

  2021cites this paper
• A state-based probabilistic method for decoding hand position during movement from ECoG signals in non-human primate

  2020cites this paper
• Context-dependent relationship in high-resolution micro-ECoG studies during finger movements.

  2020cites this paper
• Functional MRI based simulations of ECoG grid configurations for optimal measurement of spatially distributed hand-gesture information

  2020cites this paper
• Sufficient sampling for kriging prediction of cortical potential in rat, monkey, and human µECoG

  2020cites this paper
• Shared Prosthetic Control Based on Multiple Movement Intent Decoders

  2020cites this paper
• Real-Time Linear Prediction of Simultaneous and Independent Movements of Two Finger Groups Using an Intracortical Brain-Machine Interface

  2020cites this paper
• Upper Limb Bionic Orthoses: General Overview and Forecasting Changes

  2020cites this paper
• Comparison of signal decomposition techniques for analysis of human cortical signals

  2020influential citation
• Cortical Encoding of Manual Articulatory and Linguistic Features in American Sign Language.

  2020cites this paper
• A low-power band of neuronal spiking activity dominated by local single units improves the performance of brain–machine interfaces

  2020cites this paper
• Typical somatomotor physiology of the hand is preserved in a patient with an amputated arm

  2020cites this paper
• The Neural Representation of Force across Grasp Types in Motor Cortex of Humans with Tetraplegia

  2020cites this paper
• Simultaneous classification of bilateral hand gestures using bilateral microelectrode recordings in a tetraplegic patient

  2020cites this paper
• Intracortical Microstimulation Elicits Human Fingertip Sensations

  2020cites this paper
• iEEG: Dura-lining electrodes.

  2020cites this paper
• A Writing Aid for Dysgraphia Affected People

  2020cites this paper
• The future of upper extremity rehabilitation robotics: research and practice

  2020cites this paper
• Neural decoding by invasive electrocorticography

  2020cites this paper
• Priorities for the design and control of upper limb prostheses: A focus group study.

  2019cites this paper
• Encoding of kinetic and kinematic movement parameters in the sensorimotor cortex: A Brain‐Computer Interface perspective

  2019cites this paper
• Decoding hand kinematics from population responses in sensorimotor cortex during grasping

  2019cites this paper
• High-frequency band temporal dynamics in response to a grasp force task

  2019cites this paper
• Functional Frequency Discrimination From Cortical Somatosensory Stimulation in Humans

  2019influential citation
• Time-Variant Linear Discriminant Analysis Improves Hand Gesture and Finger Movement Decoding for Invasive Brain-Computer Interfaces

  2019influential citation
• Upper limb sensorimotor restoration through brain–computer interface technology in tetraparesis

  2019cites this paper
• Sensorimotor ECoG Signal Features for BCI Control: A Comparison Between People With Locked-In Syndrome and Able-Bodied Controls

  2019cites this paper
• Invasive Brain Machine Interface System.

  2019cites this paper
• Decoding Movement From Electrocorticographic Activity: A Review

  2019influential citation
• Enhancing gesture decoding performance using signals from posterior parietal cortex: a stereo-electroencephalograhy (SEEG) study

  2019cites this paper
• Neural Prostheses

  2019cites this paper
• Development and Translation of PEDOT:PSS Microelectrodes for Intraoperative Monitoring

  2018cites this paper
• Data-Driven Transducer Design and Identification for Internally-Paced Motor Brain Computer Interfaces: A Review

  2018cites this paper
• Rapid Decoding of Hand Gestures in Electrocorticography Using Recurrent Neural Networks

  2018cites this paper
• Neural signal processing techniques to analyse motor functions in EEG-based brain-computer interfaces

  2018cites this paper
• Remapping cortical modulation for electrocorticographic brain–computer interfaces: a somatotopy-based approach in individuals with upper-limb paralysis

  2018cites this paper
• A piecewise probabilistic regression model to decode hand movement trajectories from epidural and subdural ECoG signals

  2018cites this paper
• Dual-Frequency Ultrasound Transducers for the Detection of Morphological Changes of Deep-Layered Muscles

  2018cites this paper
• Neuroadhesive L 1 coating attenuates acute microglial attachment to neural electrodes as revealed by live two-photon microscopy

  2017cites this paper
• Factors associated with interest in novel interfaces for upper limb prosthesis control

  2017cites this paper
• Continuous decoding of human grasp kinematics using epidural and subdural signals

  2017cites this paper
• EEG source space analysis of the supervised factor analytic approach for the classification of multi-directional arm movement

  2017cites this paper
• Algorithms for Neural Prosthetic Applications

  2017cites this paper
• A Semi-Autonomous Neuroprosthesis using Probabilistic Time-Series Inference

  2017influential citation
• Neural Closed-loop Deep Brain Stimulation for Tremor Mitigation

  2017cites this paper
• Classification of Four Class Motor Imagery and Hand Movements for Brain Computer Interface

  2017cites this paper
• Neuroadhesive L1 coating attenuates acute microglial attachment to neural electrodes as revealed by live two-photon microscopy.

  2017cites this paper
• Gesture Decoding Using ECoG Signals from Human Sensorimotor Cortex: A Pilot Study

  2017cites this paper
• Movement-Related Sensorimotor High-Gamma Activity Mainly Represents Somatosensory Feedback

  2017cites this paper
• Characterization and Decoding the Spatial Patterns of Hand Extension/Flexion using High-Density ECoG

  2017cites this paper
• Robust tactile sensory responses in finger area of primate motor cortex relevant to prosthetic control

  2017cites this paper
• Physiological properties of brain-machine interface input signals.

  2017cites this paper
• Brain-Machine Interface Development for Finger Movement Control

  2017cites this paper
• Decoding hand gestures from primary somatosensory cortex using high‐density ECoG

  2017influential citation
• Sequence Learning for Brain Computer Interfaces

  2017cites this paper
• Tactile Sensory Responses in Motor Cortex and Their Relevance to Brain-Machine Interfaces.

  2016cites this paper
• Comparison of decoding resolution of standard and high-density electrocorticogram electrodes

  2016cites this paper
• A Bidirectional Neural Interface Circuit With Active Stimulation Artifact Cancellation and Cross-Channel Common-Mode Noise Suppression

  2016cites this paper
• Contributions of Subsurface Cortical Modulations to Discrimination of Executed and Imagined Grasp Forces through Stereoelectroencephalography

  2016cites this paper
• Individual finger control of a modular prosthetic limb using high-density electrocorticography in a human subject

  2016influential citation
• A neurophysiological examination of voluntary isometric contractions : modulations in sensorimotor oscillatory dynamics with contraction force and physical fatigue, and peripheral contributions to maximal force production

  2016cites this paper
• Electrocorticographic signals comparison in sensorimotor cortex between contralateral and ipsilateral hand movements.

  2016cites this paper
• Histological evaluation of a chronically-implanted electrocorticographic electrode grid in a non-human primate

  2016cites this paper