Critical issues in state-of-the-art brain-computer interface signal processing (Q36141182)

12 August 2017

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title

Critical issues in state-of-the-art brain-computer interface signal processing (English)

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12 August 2017

brain–computer interface

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signal processing

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author

Moritz Grosse-Wentrup

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object named as

Moritz Grosse-Wentrup

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12 August 2017

Dean J Krusienski

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12 August 2017

Ferran Galán

3

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12 August 2017

Damien Coyle

4

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12 August 2017

Kai J Miller

5

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12 August 2017

Elliott Forney

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12 August 2017

Charles W Anderson

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12 August 2017

24 March 2011

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Journal of Neural Engineering

12 August 2017

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12 August 2017

8

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12 August 2017

2

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12 August 2017

025002

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Dynamic modulation of local population activity by rhythm phase in human occipital cortex during a visual search task

12 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Oscillatory phase coupling coordinates anatomically dispersed functional cell assemblies

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Long-term asynchronous decoding of arm motion using electrocorticographic signals in monkeys

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Cortical activity during motor execution, motor imagery, and imagery-based online feedback

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Broadband shifts in local field potential power spectra are correlated with single-neuron spiking in humans

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

The phase of ongoing EEG oscillations predicts visual perception

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

To see or not to see: prestimulus alpha phase predicts visual awareness

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Nonlinear phase-phase cross-frequency coupling mediates communication between distant sites in human neocortex

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Oscillatory interactions between sensorimotor cortex and the periphery

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Adaptive classification for brain computer interfaces

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Coherent neural representation of hand speed in humans revealed by MEG imaging

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

A survey of signal processing algorithms in brain-computer interfaces based on electrical brain signals

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

A review of classification algorithms for EEG-based brain-computer interfaces.

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Propagating waves mediate information transfer in the motor cortex

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

High gamma power is phase-locked to theta oscillations in human neocortex

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Motor imagery: a backdoor to the motor system after stroke?

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

The cortical column: a structure without a function

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Phase synchronization for the recognition of mental tasks in a brain-computer interface.

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Spatial-temporal structures of human alpha rhythms: theory, microcurrent sources, multiscale measurements, and global binding of local networks

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Untangling dendrites with quantitative models

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Current source-density method and application in cat cerebral cortex: investigation of evoked potentials and EEG phenomena

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Can Electrocorticography (ECoG) Support Robust and Powerful Brain-Computer Interfaces?

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Neurophysiological predictor of SMR-based BCI performance

2 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Amplitude and phase coupling measures for feature extraction in an EEG-based brain-computer interface

2 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Inference of hand movements from local field potentials in monkey motor cortex

2 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Robust, long-term control of an electrocorticographic brain-computer interface with fixed parameters

2 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Faster self-organizing fuzzy neural network training and a hyperparameter analysis for a brain-computer interface

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Decoupling the cortical power spectrum reveals real-time representation of individual finger movements in humans.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Unsupervised brain computer interface based on inter-subject information

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Study of on-line adaptive discriminant analysis for EEG-based brain computer interfaces.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Spectral changes in cortical surface potentials during motor movement.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Cortex is driven by weak but synchronously active thalamocortical synapses

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Towards adaptive classification for BCI.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

A time-series prediction approach for feature extraction in a brain-computer interface

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Sensorimotor rhythm-based brain-computer interface (BCI): feature selection by regression improves performance

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Conversion of EEG activity into cursor movement by a brain-computer interface (BCI).

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Origin, structure, and role of background EEG activity. Part 2. Analytic phase

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Using time-dependent neural networks for EEG classification.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Identification of nonstationary dynamics in physiological recordings

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3412170

Broadband spectral change: evidence for a macroscale correlate of population firing rate?

23 September 2018

1 reference

12 December 2020

Hand Movement Direction Decoded from MEG and EEG

1 reference

12 December 2020

Prediction of arm movement trajectories from ECoG-recordings in humans

1 reference

12 December 2020

On the computational power of Elman-style recurrent networks

1 reference

12 December 2020

10.1088/1741-2560/8/2/025002

Identifiers

DOI

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12 August 2017

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12 August 2017

PubMed publication ID

21436519

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