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Advancing EEG based stress detection using spiking neural networks and convolutional spiking neural networks

Abstract Accurate and efficient analysis of Electroencephalogram (EEG) signals is crucial for applications like neurological diagnosis and Brain-Computer Interfaces (BCI). Traditional methods often fall short in capturing the intricate temporal dynamics inherent in EEG data. This paper explores the...

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主要な著者: Aaditya Joshi, Paramveer Singh Matharu, Lokesh Malviya, Manoj Kumar, Akshay Jadhav
フォーマット: Artigo
言語:Inglês
出版事項: Nature Portfolio 2025-07-01
シリーズ:Scientific Reports
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オンライン・アクセス:https://doi.org/10.1038/s41598-025-10270-0
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