Workshop - ScholarsColab

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    Workshop Highlights

    IEEE Paper Discussion & Implementation

    We will review and implement a recently published IEEE Transactions paper to accelerate participants' research.

    Live PyTorch Coding Mentorship

    Hands-on mentorship sessions focusing on the implementation of advanced deep learning models using PyTorch.

    Challenging EEG Dataset

    Participants will work with a real-world EEG dataset from the University of New Mexico, focusing exclusively on algorithm building and practical applications.

    $200 Research Tools Access

    Each participant will receive access to premium research tools worth $200 to enhance their research productivity.

    Workshop Curriculum

    Workshop Voyage

    Its Not Just a Workshop.
    It's an
    Analytical Experience.

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    Data Discussion for Depression Recognition

    • Broad discussion of the objective
    • EEG Data Discussion and Sharing
    • EEG Data noise filtering Code implementation and visualization
    • Restructuring of the data
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    EEG Data filtering

    • Continuing Restructuring of the Data and visualization
    • EEG Signals channels into graphical nodes
    • Adjacency matrix implementation and visualization
    • EEG Signal as graphical structure
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    Pytorch Implementation of Graphical Deep learning

    • Introduction to Pytorch package for advanced deep learning
    • Understanding of Graphical convolution Network (GCN)
    • Implementation of GCN for EEG signal
    • Visualization of the outcome of signal features through GCN
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    Spatiotemporal Features Extraction from EEG

    • Sequentially implementation of Gated recurrent Unit (GRU) in pytorch
    • Training the GCN and GRU collectively for EEG feature extraction
    • Visualization of features
    • Masking of the features to remove redundant information
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    Redundant features Removal and Model training

    • Continue Masking of features to remove redundant information
    • Model Training
    • Graph maxpooling layer implementation for the classification of depression through EEG
    • Training the complete model and parameters evaluation
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    Future scope and Contribution Discussion by Experts

    • Plot all visualizations
    • Expert lecture from the reputed faculty of the University to discuss the future scopes
    • Expert lecture from the Industrial Expert in the same field

    Workshop Benefits

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    1:1 Interaction

    Polish your theoretical understanding with practical implementation through their insights

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    Expert Faculty from Industry

    Top-tier education enriched by practical knowledge and innovation

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    Research Methodologies

    Hands-on learning to spark creative problem-solving

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    Quick Support

    Personalized assistance for a clear understanding of concepts

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    Free Python Code

    Learn at your pace with free access to advanced Python code

    Workshop Advisors

    Niwas Singh

    Prof. Sri Niwas Singh

    Designation: Director

    Department: Electrical / Electronics

    Honour: Ph.D. Electrical (Power Systems), Indian Institute of Technology, Kanpur

    Manisha Pattanaik

    Prof. Manisha Pattanaik

    Designation:Professor

    Department: Electrical / Electronics

    Honour: Ph.D. (IIT Kharagpur)

    Somesh Kumar

    Dr. Somesh Kumar

    Designation: Assistant Professor

    Department: Electrical / Electronics

    Honour: Ph.D. (IIT Ropar, Punjab)

    What Our Research Mentor Says

    Manvi Bhatnagar

    Manvi Bhatnagar

    Product Management

    The fulfillment of seeing mentees evolve into confident and accomplished researchers is indescribable. As a research mentor in this platform, I am honored to play a role in shaping the future of academia and empowering the next generation of scholars.

    Ahmadi Hasan

    Ahmadi Hasan

    EHS Manager

    The satisfaction of knowing that our mentorship contributes to the success of aspiring researchers is immeasurable.

    Uttiya Roy

    Uttiya Roy

    Power System Modelling

    Great opportunity!!

    Arvinder Shinh

    Arvinder Shinh

    Mathematics of Data Science

    Being a research mentor on this platform has been an incredibly fulfilling experience. Not only do I get the opportunity to share my expertise and knowledge with aspiring researchers, but I also receive compensation for the valuable guidance I provide. It's a win-win situation – I get to help others succeed in their academic and research pursuits while earning income doing what I love.

    Vijaikumar M

    Vijaikumar M

    Ex Amazon Science

    This program provides a fresh take on mentorship. Seeing mentees thrive under specialized mentoring is really satisfying. It is a small yet active community that promotes research excellence through meaningful interactions.

    Hemant kumar Sain

    Hemant kumar Sain

    Assistant Professor

    Working closely with aspiring researchers has been incredibly rewarding. I've had the privilege of providing tailored guidance to each candidate, helping them refine their ideas and methodologies. Witnessing their growth and success has been truly inspiring.

    Useful Resources related to Workshop

    About Us

    Vidhikekha Soft Solutions Pvt Ltd, an Indian research consultancy headquartered in Gurugram, India, is responsible for free-thesis.com creation, upkeep, and operation. Vidhikekha Soft Solutions Pvt Ltd was founded in October 2022 and has been actively doing research in the area of machine learning and artificial intelligence ever since. The company is in its early phase; however, the minds behind the company's existence have a rich research & industry experience of 13 years.

    📞 +919896101349

    ✉️ admin@scholarscolab.com

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