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COVID-19 Epidemic Analysis using Machine Learning and Deep Learning Algorithms

  • Post author:N S Punn
  • Post published:April 17, 2021
  • Post category:My work
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Publication details The paper is available in the medRxiv pre-print server since 2020. For more details click here. Highlights The article investigates the COVID-19 outbreak by analyzing the exponential growth…

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Crowd Analysis for Congestion Control Early Warning System on Foot Over Bridge

  • Post author:N S Punn
  • Post published:April 14, 2021
  • Post category:My work
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Publication Details The paper is published in the International Conference on Contemporary Computing (IC3) in 2019. For more details click here. Highlights A Faster RCNN based object detection model is…

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Overview of Deep Learning Basics – II

  • Post author:N S Punn
  • Post published:April 9, 2021
  • Post category:Tutorial
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Convolution Neural Network OverviewConvolution layerActivation layerPooling layer Overview Among the various deep learning models such as stacked auto-encoders [1], deep Boltzmann machines [2], deep conventional extreme learning machines [3], deep…

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Overview of Deep Learning Basics – I

  • Post author:N S Punn
  • Post published:April 5, 2021
  • Post category:Tutorial
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What is covered? IntroductionPerceptronNeural networkActivation functionLoss functionGradient descentSummaryRecommended resources Prologue Deep learning is a form of machine learning that uses a model of computing that mimics the structure of the…

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TensorFlow, CUDA and cuDNN Compatibility

  • Post author:N S Punn
  • Post published:April 2, 2021
  • Post category:Configuration setup/Development
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Purpose TensorFlow is an open source library that helps you to build machine learning and deep learning models. It is widely utilized library among researchers and organizations to smart applications.…

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Recent Posts

  • From RNNs to Mamba: A Mathematical Journey Through Modern Sequence Models: Part 2
  • From RNNs to Mamba: A Mathematical Journey Through Modern Sequence Models: Part 1
  • How Do We Do Measurement in Quantum Computing?
  • What Is a Unitary Matrix?
  • PART 0 — Foundations of Quantum Machine Learning
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