Dushyant Singh

Employment

• Motilal Nehru National Institute of Technology Associate Professor
  2012 - Present

Education

• Motilal Nehru National Institute of Technology PhD
  2013 - 2017

Projects & Funding

Projects & funding information is unavailable.

Publications (31)

• A$^{3}$S-Net: An Adaptive State-Space Framework for Resource-Efficient EEG-Based Cognitive State Monitoring in Industrial Human–Machine Interaction
  IEEE Transactions on Industrial Informatics 2026 DOI: 10.1109/TII.2026.3722429
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• DEFT-DPT: A Lightweight Multimodal Framework for Egocentric Video Action Recognition
  IEEE Transactions on Circuits and Systems for Video Technology 2026 DOI: 10.1109/TCSVT.2026.3707206
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• PHyena–DurCRF: A Quantum-Inspired, Edge-Efficient Analytics Framework for Human-Centric Wearable Sensing
  IEEE Transactions on Consumer Electronics 2026 DOI: 10.1109/TCE.2026.3678193
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• SleepXNet: DeepSeek-Guided Hybrid Transformer Model for Clinically Interpretable EEG-Based Sleep Stage Classification
  IEEE Transactions on Emerging Topics in Computational Intelligence 2026 DOI: 10.1109/TETCI.2026.3692556
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• Real-Time Energy Management System for Standalone and Grid-Connected Hybrid AC/DC Microgrid
  IEEE Journal of Emerging and Selected Topics in Power Electronics 2026 DOI: 10.1109/JESTPE.2025.3619661
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• Recognizing elderly peoples by analyzing their walking pattern using body posture skeleton
  International Journal of System Assurance Engineering and Management 2023 DOI: 10.1007/s13198-022-01822-y
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• An Approach for Unattended Object Detection through Contour Formation using Background Subtraction
  Procedia Computer Science 2020 DOI: 10.1016/j.procs.2020.04.212
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• Autoencoders Based Deep Learner for Image Denoising
  Procedia Computer Science 2020 DOI: 10.1016/j.procs.2020.04.164
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• Human Crowd Detection for City Wide Surveillance
  Procedia Computer Science 2020 DOI: 10.1016/j.procs.2020.04.036
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• Human detection techniques for real time surveillance: a comprehensive survey
  Multimedia Tools and Applications 2020 DOI: 10.1007/s11042-020-10103-4
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