Search Results - Suresh Ponnan

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  1. 1
    Hybrid CNN Transformer Architecture For Enhanced Eeg Based Emotion Recognition: Capturing Local And Global Dependencies With Self Attention Mechanisms

    Hybrid CNN Transformer Architecture For Enhanced Eeg Based Emotion Recognition: Capturing Local And Global Dependencies With Self Attention Mechanisms by Kasthuri Devarajan, Suresh Ponnan, Sundresan Perumal

    Published 2026
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  2. 2
    Enhancing Emotion Recognition Through Multi-Modal Data Fusion and GraphNeural Networks

    Enhancing Emotion Recognition Through Multi-Modal Data Fusion and GraphNeural Networks by Kasthuri Devarajan, Suresh Ponnan, Sundresan Perumal

    Published 2026
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  3. 3
    Ann Based Novel Approach To Detect Node Failure In Wireless Sensor Network

    Ann Based Novel Approach To Detect Node Failure In Wireless Sensor Network by Sundresan A/L Perumal, Mujahid Tabassum, Ganthan Narayana, Suresh Ponnan, Chinmay Chakraborty, Saju Mohanan, Zeeshan Basit, Mohammad Tabrez Quasim

    Published 2024
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