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   Articles with "single trial" as a keyword



Classification of single-trial motor imagery EEG by complexity regularization

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recommendations! Published in 2017 at "Neural Computing and Applications"

DOI: 10.1007/s00521-017-3174-6

Abstract: Brain computer interface based on electroencephalogram is a popular way to enable communication between brain and output devices helping elderly and disabled people and in rehabilitation. In practice, the effectiveness of brain computer interface has… read more here.

Keywords: common spatial; classification; spatial pattern; single trial ... See more keywords

Single-Trial Decoding from Local Field Potential Using Bag of Word Representation

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recommendations! Published in 2019 at "Brain Topography"

DOI: 10.1007/s10548-019-00726-8

Abstract: Neural decoding allows us to study the brain functions by investigating the relationship between a stimulus and the corresponding response. Recently, the local field potential (LFP) has been targeted as a hallmark of brain activity… read more here.

Keywords: trial; word; local field; trial decoding ... See more keywords

Single trial neuronal activity dynamics of attentional intensity in monkey visual area V4

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recommendations! Published in 2021 at "Nature Communications"

DOI: 10.1038/s41467-021-22281-2

Abstract: Understanding how activity of visual neurons represents distinct components of attention and their dynamics that account for improved visual performance remains elusive because single-unit experiments have not isolated the intensive aspect of attention from attentional… read more here.

Keywords: visual area; intensity; attentional intensity; activity ... See more keywords

Single trial detection of error-related potentials in brain–machine interfaces: a survey and comparison of methods

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recommendations! Published in 2022 at "Journal of Neural Engineering"

DOI: 10.1088/1741-2552/acabe9

Abstract: Objective. Error-related potential (ErrP) is a potential elicited in the brain when humans perceive an error. ErrPs have been researched in a variety of contexts, such as to increase the reliability of brain–computer interfaces (BCIs),… read more here.

Keywords: classification; error related; single trial; machine ... See more keywords

Extracting robust single-trial somatosensory evoked potentials for non-invasive brain computer interfaces

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recommendations! Published in 2025 at "Journal of Neural Engineering"

DOI: 10.1088/1741-2552/adfd8a

Abstract: Objective. Reliable extraction of single-trial somatosensory evoked potentials (SEPs) is essential for developing brain-computer interface (BCI) applications to support rehabilitation after brain injury. For real-time feedback, these responses must be extracted prospectively on every trial,… read more here.

Keywords: brain; trial somatosensory; somatosensory evoked; trial ... See more keywords

Discriminative Canonical Pattern Matching for Single-Trial Classification of ERP Components

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recommendations! Published in 2020 at "IEEE Transactions on Biomedical Engineering"

DOI: 10.1109/tbme.2019.2958641

Abstract: Event-related potentials (ERPs) are one of the most popular control signals for brain–computer interfaces (BCIs). However, they are very weak and sensitive to the experimental settings including paradigms, stimulation parameters and even surrounding environments, resulting… read more here.

Keywords: pattern matching; single trial; trial classification; discriminative canonical ... See more keywords

A Transfer Learning SSVEP Decoding Algorithm Calibrated With Single-Trial Data.

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recommendations! Published in 2025 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2025.3617508

Abstract: Training-based algorithms significantly outperform training-free methods in terms of recognition performance for steady-state visual-evoked potential (SSVEP)-based brain-computer Interfaces (BCIs). However, collecting training data requires calibration experiments that are effort-intensive and often costly. These calibration demands… read more here.

Keywords: single trial; transfer; ssvep decoding; transfer learning ... See more keywords

Friction in Passive Tactile Perception Induces Phase Coherency in Late Somatosensory Single Trial Sequences

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recommendations! Published in 2019 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"

DOI: 10.1109/tnsre.2019.2891915

Abstract: Event related potentials represent a noninvasive means for studying sensory and cognitive processes that occur in response to particular stimuli. Here, we report on a phase measure for estimating single trial interaction of late somatosensory… read more here.

Keywords: single trial; late somatosensory; phase coherency; trial sequences ... See more keywords

Transdiagnostic psychopathology in the light of robust single‐trial event‐related potentials

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recommendations! Published in 2024 at "Psychophysiology"

DOI: 10.1111/psyp.14562

Abstract: Recent evidence indicates that event‐related potentials (ERPs) as measured on the electroencephalogram (EEG) are more closely related to transdiagnostic, dimensional measures of psychopathology (TDP) than to diagnostic categories. A comprehensive examination of correlations between well‐studied… read more here.

Keywords: event related; psychopathology; robust single; single trial ... See more keywords

Wavelet-Based Semblance Methods to Enhance the Single-Trial Detection of Event-Related Potentials for a BCI Spelling System

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recommendations! Published in 2019 at "Computational Intelligence and Neuroscience"

DOI: 10.1155/2019/8432953

Abstract: Based on similarity measures in the wavelet domain under a multichannel EEG setting, two new methods are developed for single-trial event-related potential (ERP) detection. The first method, named “multichannel EEG thresholding by similarity” (METS), simultaneously… read more here.

Keywords: semblance; wavelet based; detection; trial ... See more keywords

Single-trial dynamics explain magnitude sensitive decision making

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recommendations! Published in 2018 at "BMC Neuroscience"

DOI: 10.1186/s12868-018-0457-5

Abstract: AbstractBackgroundPrevious research has reported or predicted, on the basis of theoretical and computational work, magnitude sensitive reaction times. Magnitude sensitivity can arise (1) as a function of single-trial dynamics and/or (2) as recent computational work… read more here.

Keywords: decision; trial; magnitude sensitive; trial dynamics ... See more keywords