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BiLSTM-Based Human Emotion Classification Using EEG Signal.

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Title: BiLSTM-Based Human Emotion Classification Using EEG Signal.
Authors: Kumar A; Department of Computer Science, Institute of Science, Banaras Hindu University, Varanasi, Uttar Pradesh, India., Kumar A; Computer Science, MMV, Banaras Hindu University, Varanasi, Uttar Pradesh, India.
Source: Clinical EEG and neuroscience [Clin EEG Neurosci] 2026 May; Vol. 57 (3), pp. 250-258. Date of Electronic Publication: 2025 Jul 31.
Publication Type: Journal Article
Journal Info: Publisher: Sage Publications Country of Publication: United States NLM ID: 101213033 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2169-5202 (Electronic) Linking ISSN: 15500594 NLM ISO Abbreviation: Clin EEG Neurosci Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Kumar+A%22">Kumar A</searchLink>; Department of Computer Science, Institute of Science, Banaras Hindu University, Varanasi, Uttar Pradesh, India.<br /><searchLink fieldCode="AU" term="%22Kumar+A%22">Kumar A</searchLink>; Computer Science, MMV, Banaras Hindu University, Varanasi, Uttar Pradesh, India.
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  Data: <searchLink fieldCode="JN" term="%22101213033%22">Clinical EEG and neuroscience</searchLink> [Clin EEG Neurosci] 2026 May; Vol. 57 (3), pp. 250-258. <i>Date of Electronic Publication: </i>2025 Jul 31.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Sage+Publications%22">Sage Publications </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101213033 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2169-5202 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215500594%22">15500594 </searchLink><i>NLM ISO Abbreviation: </i>Clin EEG Neurosci <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40740060
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        Value: 10.1177/15500594251364017
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      – Code: eng
        Text: English
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        StartPage: 250
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      – TitleFull: BiLSTM-Based Human Emotion Classification Using EEG Signal.
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            NameFull: Kumar A
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            – D: 01
              M: 05
              Text: 2026 May
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              Y: 2026
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              Value: 57
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            – TitleFull: Clinical EEG and neuroscience
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