Prateek Singh

Employment

• Samsung (India) Senior Chief Engineer
  2025 - Present
• Mercedes-Benz Research and Development India Senior Technical Lead
  2022 - 2025
• Elastic Care Inc AI Engineer
  2019 - 2022
• Indian Institute of Technology Roorkee Senior Research Fellow
  2016 - 2017
• CBS College of Engineering and Management Assistant Professor
  2015 - 2016

Education

• Indian Institute of Technology Roorkee PhD
  2017 - 2022
• Government College of Engineering M. Tech
  2013 - 2015
• Hindustan College of Science and Technology B. Tech
  2007 - 2011

Projects & Funding

Projects & funding information is unavailable.

Publications (12)

• Automated atrial fibrillation classification based on denoising stacked autoencoder and optimized deep network
  Expert Systems with Applications 2023 DOI: 10.1016/j.eswa.2023.120975
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• Attention Based Convolutional Denoising Autoencoder for Two-lead ECG Denoising and Arrhythmia Classification
  2022 DOI: 10.36227/techrxiv.19325969.v1
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• Attention Based Convolutional Denoising Autoencoder for Two-lead ECG Denoising and Arrhythmia Classification
  TechRxiv 2022 DOI: 10.36227/techrxiv.19325969
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• Attention-Based Convolutional Denoising Autoencoder for Two-Lead ECG Denoising and Arrhythmia Classification
  IEEE Transactions on Instrumentation and Measurement 2022 DOI: 10.1109/TIM.2022.3197757
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• Automated Atrial Fibrillation Classification Based on Denoising Stacked Autoencoder and Optimized Deep Network
  arXiv 2022
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• Interpretation and Classification of Arrhythmia Using Deep Convolutional Network
  IEEE Transactions on Instrumentation and Measurement 2022 DOI: 10.1109/TIM.2022.3204316
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• Fetal ECG Extraction and QRS Detection using Independent Component Analysis
  2020 16th IEEE International Colloquium on Signal Processing & Its Applications (CSPA) 2020 DOI: 10.1109/cspa48992.2020.9068696
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• Adaptive Filtration Techniques for Impulsive Noise Removal from ECG
  2017 14th IEEE India Council International Conference (INDICON) 2017 DOI: 10.1109/indicon.2017.8488064
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• Floating point FPGA architecture of PID controller
  2015 International Conference on Industrial Instrumentation and Control (ICIC) 2015 DOI: 10.1109/iic.2015.7150941
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• Optimized floating point arithmetic unit
  2014 Annual IEEE India Conference (INDICON) 2014 DOI: 10.1109/indicon.2014.7030552
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