Browse State-of-the-Art › ERP
ERP
30 papers with code · 0 benchmarks · 0 datasets archive 2025-07-28
Classification of examples recorded under the Event-Related Potential (ERP) paradigm, as part of Brain-Computer Interfaces (BCI).
A number of ERP datasets can be downloaded using the MOABB library: ERP datasets list
Description from the archive archive 2025-07-28.
Benchmarks archive 2025-07-28
No benchmark for this task in the archive.
Libraries
Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.
Datasets archive 2025-07-28
No dataset record in the archive lists this task.
Subtasks archive 2025-07-28
1 subtask in the archive's task tree.
Parent tasks archive 2025-07-28
Most implemented papers archive 2025-07-28
30 shown of 30 papers with code (152 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.
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30 Aug 2014 4 repositories listedThis paper presents a new classification methods for Event Related Potentials (ERP) based on an Information geometry framework.
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4 Nov 2022 2 repositories listedSpeeding up the spelling in event-related potentials (ERP) based Brain-Computer Interfaces (BCI) requires eliciting strong brain responses in a short span of time, as much as the accurate classification of such evoked…
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21 Apr 2022 2 repositories listedHere, we present a new method for detecting a single changepoint in a linear time series regression model, termed residuals permutation-based method (RESPERM).
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10 Feb 2021 2 repositories listedThis threshold, provided by the similarity search process, also allows to early abandon the computation of a distance itself.
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19 Apr 2025 1 repository listedWe extend MultiDiffusion to spherical latent space and propose a spherical latent sampling method to enable direct use of pretrained diffusion models.
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8 Mar 2025 1 repository listedMost of existing blind omnidirectional image quality assessment (BOIQA) models rely on viewport generation by modeling user viewing behavior or transforming omnidirectional images (OIs) into varying formats; however,…
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9 Feb 2025 1 repository listedThe key innovation lies in adapting the implicit image function from the planar image domain to the ERP image domain by incorporating spherical geometric priors at both the latent representation and image reconstruction…
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6 Jan 2025 1 repository listedFoundation models, particularly those that incorporate Transformer architectures, have demonstrated exceptional performance in domains such as natural language processing and image processing.
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5 Jan 2025 1 repository listed Syntology ran 3 of 12 samples · 9 unverifiedDAC achieves state-of-the-art zero-shot metric depth estimation, improving δ₁ accuracy by up to 50% on multiple fisheye and 360-degree datasets compared to prior metric depth foundation models, demonstrating robust…
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1 Jan 2025 1 repository listedBased on the SMConv operation, we propose a spherical manifold guided diffusion (SMGD) model for text-conditioned panoramic image generation, which can well accommodate the spherical geometry during generation.
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18 Oct 2024 1 repository listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)The current results underline the importance of carefully selecting preprocessing steps for EEG-based decoding.
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16 Sep 2024 1 repository listed Syntology ran 3 of 8 samples · 5 unverifiedTherefore, two-stage structure was adopted to first create a global coarse image in ERP and then refine the image by integrating multiple local NFoV images in the higher resolution to compensate the distortions in ERP,…
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2 Jul 2024 1 repository listedTo enhance the performance and robust capability of the fusion modality, simultaneous training and mutual learning between modalities are enabled by end-to-end online knowledge distillation.
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11 Jun 2024 1 repository listedFinally, to further illustrate the capabilities of ERP, we tested our algorithm on three code generation benchmarks and outperformed the current state-of-the-art approach as well.
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7 Jun 2024 1 repository listedAccurately modeling effective connectivity (EC) is critical for understanding how the brain processes and integrates sensory information.
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22 Mar 2024 1 repository listedThis study explores two zero-training methods aimed at enhancing the usability of brain-computer interfaces (BCIs) by eliminating the need for a calibration session.
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18 Mar 2024 1 repository listedMotivated by the challenge of seamless cross-dataset transfer in EEG signal processing, this article presents an exploratory study on the use of Joint Embedding Predictive Architectures (JEPAs).
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1 Oct 2023 1 repository listedTo achieve this, we design a pattern syntax and a quality measure that ensure the identified subgroups are relevant, non-redundant, and resilient to noise.
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7 Aug 2023 1 repository listedThe first is a Distortion Mapping Module, which guides the model to pre-adapt to distorted features globally.
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7 Feb 2023 1 repository listed Syntology ran 6 of 12 samples · 6 unverifiedOmnidirectional images (ODIs) have obtained lots of research interest for immersive experiences.
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29 Oct 2022 1 repository listedWe study the problem of inferring user intent from noninvasive electroencephalography (EEG) to restore communication for people with severe speech and physical impairments (SSPI).
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5 Jul 2022 1 repository listed Syntology ran 0 of 1 samples · 1 unverifiedIn this paper, we propose a local texture estimator for image warping (LTEW) followed by an implicit neural representation to deform images into continuous shapes.
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15 Mar 2022 1 repository listedIn brain-computer interfaces (BCI), most of the approaches based on event-related potential (ERP) focus on the detection of P300, aiming for single trial classification for a speller task.
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15 Jan 2022 1 repository listedWe propose Newborn EEG Artifact Removal (NEAR), a pipeline for EEG artifact removal designed explicitly for human newborns.
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28 Dec 2021 1 repository listedOur method leverages gnomonic projection to locally convert ERP images to perspective images, and uniformly samples the ERP image by projection to a cubemap and regular icosahedron vertices, to incrementally refine the…
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25 Dec 2021 1 repository listedWe first describe parametric pseudocylindrical representation as a generalization of common pseudocylindrical map projections.
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6 Aug 2021 1 repository listedThe need of predictive maintenance comes with an increasing number of incidents reported by monitoring systems and equipment/software users.
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10 Jan 2020 1 repository listedConvolutional neural networks (CNN) have been compared with baseline traditional models, i.
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11 Dec 2019 1 repository listedIn this work, we introduced an open-access toolbox with a fully automatic pipeline for reducing artifacts from EEG data collected simultaneously with fMRI (refer to APPEAR).
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18 Sep 2019 1 repository listedThe areas of improvement include significantly lower averaging error (45% lower RMSE and 37% lower maximum difference than for original implementation) and increased robustness to local minima, strong outliers and…
Syntology lines on 5 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.
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