Multilabel classification of EEG-based combined motor imageries implemented for the 3D control of a robotic arm

No abstract is available for this paper.

• Publication year

  2017

• Venue

  Unknown venue

• Publication date

  2017-01-10

• Fields of study

  Computer Science, Engineering

• Identifiers

  No identifiers available.

• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Statistical Learning Theory

  2021cited by this paper
• Reprint of: Mahalanobis, P.C. (1936) "On the Generalised Distance in Statistics."

  2018cited by this paper
• Why standard brain-computer interface (BCI) training protocols should be changed: an experimental study

  2016cited by this paper
• Real-time EEG feedback during simultaneous EEG-fMRI identifies the cortical signature of motor imagery

  2015cited by this paper
• Brain-Computer Interfaces

  2015cited by this paper
• Lateralization patterns of covert but not overt movements change with age: An EEG neurofeedback study

  2015cited by this paper
• A Multi-label Classification Method for Detection of Combined Motor Imageries

  2015influential reference
• Comparison of sensorimotor rhythms in EEG signals during simple and combined motor imageries over the contra and ipsilateral hemispheres

  2015influential reference
• Alpha rebound improves on-line detection of the end of motor imageries

  2015cited by this paper
• Bringing BCI into everyday life: Motor imagery in a pseudo realistic environment

  2015cited by this paper
• On the interpretation of weight vectors of linear models in multivariate neuroimaging

  2014cited by this paper
• EEG feature comparison and classification of simple and compound limb motor imagery

  2013influential reference
• Analytic common spatial pattern and adaptive classification for multiclass motor imagery-based BCI

  2013cited by this paper
• The analytic common spatial patterns method for EEG-based BCI data

  2012cited by this paper
• Review of the BCI Competition IV

  2012cited by this paper
• Multiclass Brain–Computer Interface Classification by Riemannian Geometry

  2012cited by this paper
• Automatic selection of the number of spatial filters for motor-imagery BCI

  2012cited by this paper
• Filter Bank Common Spatial Pattern Algorithm on BCI Competition IV Datasets 2a and 2b

  2012influential reference
• Brain-Computer Interfaces: Principles and Practice

  2012cited by this paper
• The Dynamics of Sensorimotor Cortical Oscillations during the Observation of Hand Movements: An EEG Study

  2012cited by this paper
• An EEG-based brain computer interface for rehabilitation and restoration of hand control following stroke using ipsilateral cortical physiology

  2011influential reference
• Towards passive brain–computer interfaces: applying brain–computer interface technology to human–machine systems in general

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

  2011cited by this paper
• M ULAN : A Java Library for Multi-Label Learning

  2011cited by this paper
• Subject and class specific frequency bands selection for multiclass motor imagery classification

  2011cited by this paper
• EEG Control of a Virtual Helicopter in 3-Dimensional Space Using Intelligent Control Strategies

  2010influential reference
• Neurophysiological predictor of SMR-based BCI performance

  2010cited by this paper
• A novel technique for phase synchrony measurement from the complex motor imaginary potential of combined body and limb action

  2010cited by this paper
• Clinical Applications of Brain-Computer Interfaces: Current State and Future Prospects

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

  2009cited by this paper
• Chronic subdural electrodes in the management of epilepsy.

  2008cited by this paper
• Optimizing Spatial filters for Robust EEG Single-Trial Analysis

  2008influential reference
• Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface

  2008cited by this paper
• The Berlin Brain-Computer Interface: Accurate performance from first-session in BCI-naive subjects

  2008cited by this paper
• Coordination constraints during bimanual versus unimanual performance conditions.

  2008cited by this paper
• Multiclass Common Spatial Patterns and Information Theoretic Feature Extraction

  2008cited by this paper
• Influence of phosphatidylserine on cognitive performance and cortical activity after induced stress

  2008cited by this paper
• Oscillatory interactions between sensorimotor cortex and the periphery

  2007cited by this paper
• Scalp electrical recording during paralysis: quantitative evidence that EEG frequencies above 20 Hz are contaminated by EMG.

  2007cited by this paper
• Training a Support Vector Machine in the Primal

  2007cited by this paper
• The non-invasive Berlin Brain-Computer Interface: Fast acquisition of effective performance in untrained subjects

  2007cited by this paper
• Task‐related differential dynamics of EEG alpha‐ and beta‐band synchronization in cortico‐basal motor structures

  2007cited by this paper
• A Comprehensive Survey of Brain Interface Technology Designs

  2007cited by this paper
• Phasic increases in cortical beta activity are associated with alterations in sensory processing in the human

  2006cited by this paper
• Gamma and beta neural activity evoked during a sensory gating paradigm: effects of auditory, somatosensory and cross-modal stimulation.

  2006cited by this paper
• Influence of cultivation temperature on the ligninolytic activity of selected fungal strains

  2006cited by this paper
• Pattern Recognition and Machine Learning

  2006influential reference
• ERD/ERS patterns reflecting sensorimotor activation and deactivation.

  2006cited by this paper
• Brain-computer interfaces for control of neuroprostheses: from synchronous to asynchronous mode of operation.

  2006cited by this paper
• Beta rebound after different types of motor imagery in man.

  2005cited by this paper
• Source localization using eventrelated desynchronization (ERD) within the alpha band

  2005cited by this paper
• Theta rhythms: State of consciousness

  2005cited by this paper
• A wavelet-based time–frequency analysis approach for classification of motor imagery for brain–computer interface applications

  2005cited by this paper
• Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms

  2004influential reference
• Principal Geodesic Analysis on Symmetric Spaces: Statistics of Diffusion Tensors

  2004cited by this paper
• Methods Towards Invasive Human Brain Computer Interfaces

  2004cited by this paper
• A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation

  2004cited by this paper
• How many people are able to operate an EEG-based brain-computer interface (BCI)?

  2003cited by this paper
• Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond

  2003cited by this paper
• Brain–computer interfaces: a review

  2003cited by this paper
• Increase Information Transfer Rates in BCI by CSP Extension to Multi-class

  2003cited by this paper
• Desynchronization of cortical rhythms following cutaneous stimulation: effects of stimulus repetition and intensity, and of the size of corpus callosum.

  2003cited by this paper
• Dynamics of sensorimotor cortex activation to spatial sounds precueing ipsi- versus contralateral manual responses.

  2003cited by this paper
• Single Trial Detection of EEG Error Potentials: A Tool for Increasing BCI Transmission Rates

  2002cited by this paper
• Memory in neuroscience: rhetoric versus reality.

  2002cited by this paper
• Generalized Linear Models

  2002cited by this paper
• Dopamine-dependent changes in the functional connectivity between basal ganglia and cerebral cortex in humans.

  2002cited by this paper
• Human Cortical Electroencephalography (EEG) Rhythms during the Observation of Simple Aimless Movements: A High-Resolution EEG Study

  2002cited by this paper
• Motor imagery and direct brain-computer communication

  2001influential reference
• Evidence for distinct beta resonance frequencies in human EEG related to specific sensorimotor cortical areas.

  2001cited by this paper
• An Introduction to Support Vector Machines and Other Kernel‐based Learning Methods

  2001cited by this paper
• Statistical Pattern Recognition: A Review

  2000cited by this paper
• Movement-related desynchronization of the cerebral cortex studied with spatially filtered magnetoencephalography.

  2000cited by this paper
• The ten-twenty electrode system of the International Federation. The International Federation of Clinical Neurophysiology.

  1999cited by this paper
• Event-related EEG/MEG synchronization and desynchronization: basic principles.

  1999influential reference
• Event-Related Desynchronization

  1999cited by this paper
• Event-related beta synchronization after wrist, finger and thumb movement.

  1998cited by this paper
• On the existence of different types of central beta rhythms below 30 Hz.

  1997influential reference
• Event-related coherence and event-related desynchronization/synchronization in the 10 Hz and 20 Hz EEG during self-paced movements.

  1997cited by this paper
• Event-related desynchronization and movement-related cortical potentials on the ECoG and EEG.

  1994cited by this paper
• Guideline Thirteen: Guidelines for Standard Electrode Position Nomenclature

  1994cited by this paper
• Synchronization of cortical activity and its putative role in information processing and learning.

  1993cited by this paper
• Event-related synchronization (ERS): an electrophysiological correlate of cortical areas at rest.

  1992influential reference
• EEG Rhythms - Event-Related Desynchronization and Synchronization

  1991cited by this paper
• The role of the right parietal region in a movement time estimation task.

  1991cited by this paper
• Visual stimulation reduces EEG activity in man.

  1991cited by this paper
• Neural mechanisms underlying brain waves: from neural membranes to networks.

  1991cited by this paper
• Event-related desynchronization, ERD-mapping and hemispheric differences for words and numbers.

  1990cited by this paper
• Patterns of cortical activation during planning of voluntary movement.

  1989cited by this paper
• Book Review: Electroencephalography: Basic Principles, Clinical Applications and Related Fields, ed 2, edited by Ernst Niedermeyer and Fernando Lopes da Silva. Published in 1987 by Urban & Schwarzenberg, Baltimore, 940 pages, $110.00

  1989influential reference
• The functional significance of event-related desynchronization of alpha rhythm in attentional and activating tasks.

  1984cited by this paper
• Estimation of Dependences Based on Empirical Data: Springer Series in Statistics (Springer Series in Statistics)

  1982cited by this paper
• Riemannian center of mass and mollifier smoothing

  1977cited by this paper
• Event-related cortical desynchronization detected by power measurements of scalp EEG.

  1977influential reference
• Graphical display and statistical evaluation of event-related desynchronization (ERD).

  1977cited by this paper
• The Mechanism of Auditory Evoked EEG Responses

  1974cited by this paper
• A glossary of terms most commonly used by clinical electroencephalographers.

  1974cited by this paper
• Magnetoencephalography: Detection of the Brain's Electrical Activity with a Superconducting Magnetometer

  1972cited by this paper
• Handbook of Electroencephalography and Clinical Neurophysiology

  1972cited by this paper
• Theoretical Foundations of the Potential Function Method in Pattern Recognition Learning

  1964cited by this paper

• A Sparsity-driven tinyML Accelerator for Decoding Hand Kinematics in Brain-Computer Interfaces

  2023cites this paper
• Simultaneous and Spatiotemporal Detection of Different Levels of Activity in Multidimensional Data

  2020cites this paper
• Feasibility and Safety of Bilateral Hybrid EEG/EOG Brain/Neural–Machine Interaction

  2020cites this paper
• Workshops of the Seventh International Brain-Computer Interface Meeting: Not Getting Lost in Translation.

  2019cites this paper
• Modeling and classification of voluntary and imagery movements for brain–computer interface from fNIR and EEG signals through convolutional neural network

  2019cites this paper
• A review of classification algorithms for EEG-based brain–computer interfaces: a 10 year update

  2018cites this paper
• Workload-driven modulation of mixed-reality robot-human communication

  2018cites this paper
• A Survey on Convolutional Neural Networks Frameworks on Electroencephalography Data

  year unknowncites this paper