Vinod A. P.

Employment

• Singapore Institute of Technology Professor
  2022 - Present
• The Hong Kong University of Science and Technology Professor of Engineering Practice
  2020 - 2022
• Indian Institute of Technology Professor
  2017 - 2020
• Nanyang Technological University Associate Professor
  2002 - 2017

Education

• Nanyang Technological University Ph.D.

Projects & Funding

Projects & funding information is unavailable.

Publications (275)

• Cognitive Workload Estimation Using Variational Auto Encoder & Attention-based Deep Model
  Debashis Das Chakladar, Sumalyo Datta, Partha Pratim Roy +1 more
  IEEE Transactions on Cognitive and Developmental Systems 2022 DOI: 10.1109/TCDS.2022.3163020
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• Drowsiness detection using portable wireless EEG
  Computer Methods and Programs in Biomedicine 2022 DOI: 10.1016/j.cmpb.2021.106535
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• High accuracy decoding of motor imagery directions from EEG-based brain computer interface using filter bank spatially regularised common spatial pattern method
  Biomedical Signal Processing and Control 2022 DOI: 10.1016/j.bspc.2021.103241
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• Improving direction decoding accuracy during online motor imagery based brain-computer interface using error-related potentials
  Biomedical Signal Processing and Control 2022 DOI: 10.1016/j.bspc.2022.103515
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• Single-trial detection of EEG error-related potentials in serial visual presentation paradigm
  Biomedical Physics and Engineering Express 2022 DOI: 10.1088/2057-1976/ac4200
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• A Nonlinear Penalty Driven Adaptive Thresholding Algorithm for Drowsiness Detection using EEG
  BioSMART 2021 - Proceedings: 4th International Conference on Bio-Engineering for Smart Technologies 2021 DOI: 10.1109/BioSMART54244.2021.9677686
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• A Survey of Algorithmic and Hardware Optimization Techniques for Vision Convolutional Neural Networks on FPGAs
  Neural Processing Letters 2021 DOI: 10.1007/s11063-021-10458-1
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• An Efficient Electrode Ranking Method for Single Trial Detection of EEG Error-Related Potentials
  BioSMART 2021 - Proceedings: 4th International Conference on Bio-Engineering for Smart Technologies 2021 DOI: 10.1109/BioSMART54244.2021.9677569
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• An approach towards physics informed lung ultrasound image scoring neural network for diagnostic assistance in COVID-19
  arXiv 2021
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• Design and implementation of low complexity reconfigurable filtered-OFDM-Based LDACS
  Niharika Agrawal, Abhishek Ambede, Sumit J. Darak

  +2 more

  • A. P. Vinod
  • A. S. Madhukumar
  IEEE Transactions on Circuits and Systems II: Express Briefs 2021 DOI: 10.1109/TCSII.2021.3053367
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• EMPLOYING ACOUSTIC FEATURES TO AID NEURAL NETWORKS TOWARDS PLATFORM AGNOSTIC LEARNING IN LUNG ULTRASOUND IMAGING
  Proceedings - International Conference on Image Processing, ICIP 2021 DOI: 10.1109/ICIP42928.2021.9506407
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• FBCNet: A multi-view convolutional neural network for Brain-Computer Interface
  arXiv 2021
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• Maximum Variance-based EEG Time Bin Selection for Decoding of Imagined Hand Movement Directions in Brain Computer Interface
  BioSMART 2021 - Proceedings: 4th International Conference on Bio-Engineering for Smart Technologies 2021 DOI: 10.1109/BioSMART54244.2021.9677887
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• Online Hand Motor Imagery Direction Decoding using Brain Computer Interface
  Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics 2021 DOI: 10.1109/SMC52423.2021.9659302
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• Person-identification using familiar-name auditory evoked potentials from frontal EEG electrodes
  Biomedical Signal Processing and Control 2021 DOI: 10.1016/j.bspc.2021.102739
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• Separability of motor imagery directions using subject-specific discriminative EEG features
  IEEE Transactions on Human-Machine Systems 2021 DOI: 10.1109/THMS.2021.3086009
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• Single-trial detection of EEG error-related potentials using modified power-law transformation
  Biomedical Signal Processing and Control 2021 DOI: 10.1016/j.bspc.2021.102563
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• A Multi-view CNN with Novel Variance Layer for Motor Imagery Brain Computer Interface
  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2020 DOI: 10.1109/EMBC44109.2020.9175874
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• A Power-Efficient Spectrum-Sensing Scheme Using 1-Bit Quantizer and Modified Filter Banks
  IEEE Transactions on Very Large Scale Integration (VLSI) Systems 2020 DOI: 10.1109/TVLSI.2020.3009430
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• An Adaptive Energy Detection Scheme with Real-Time Noise Variance Estimation
  Circuits, Systems, and Signal Processing 2020 DOI: 10.1007/s00034-019-01281-0
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