Flexible Patched Brain Transformer model for EEG decoding Article Swipe

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Timon Klein , Piotr Minakowski , Sebastian Säger ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.1038/s41598-025-86294-3

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Computer Science

Electroencephalography

Transformer

Artificial Intelligence

Machine Learning

Training, Validation, And Test Data Sets

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Computer science Decoding methods Electroencephalography Transformer Artificial intelligence Flexibility (engineering) Machine learning Training set Pattern recognition (psychology) Neuroscience Psychology Voltage Quantum mechanics Mathematics Telecommunications Physics Statistics

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Type: article
Language: en
Landing Page: https://doi.org/10.1038/s41598-025-86294-3
PDF: https://www.nature.com/articles/s41598-025-86294-3.pdf
OA Status: gold
Cited By: 2
References: 49
Related Works: 10
OpenAlex ID: https://openalex.org/W4408986068

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OpenAlex ID: https://openalex.org/W4408986068

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DOI: https://doi.org/10.1038/s41598-025-86294-3

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Title: Flexible Patched Brain Transformer model for EEG decoding

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Type: article

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Language: en

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Publication year: 2025

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Publication date: 2025-03-29

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Authors: Timon Klein, Piotr Minakowski, Sebastian Säger

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Landing page: https://doi.org/10.1038/s41598-025-86294-3

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PDF URL: https://www.nature.com/articles/s41598-025-86294-3.pdf

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OA status: gold

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OA URL: https://www.nature.com/articles/s41598-025-86294-3.pdf

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Concepts: Computer science, Decoding methods, Electroencephalography, Transformer, Artificial intelligence, Flexibility (engineering), Machine learning, Training set, Pattern recognition (psychology), Neuroscience, Psychology, Voltage, Quantum mechanics, Mathematics, Telecommunications, Physics, Statistics

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Cited by: 2

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