Machine Learning Application in Signal Processing and Communication

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Principal Coordinator :
  • Prof. Ratnajit Bhattacharjee, IIT Guwahati
    		• Co-Principal Coordinator :
  • Dr. Bharat Gupta, NIT Patna,
  • Dr. Rakesh Ranjan, NIT Patna
  • Dr. S. J. Nanda, MNIT Jaipur,
  • Dr. Dheeraj Kumar, IIT Roorkee
  • Dr. Argyadip Roy, IIT Guwahati,
    		•

    Course Fee Details:


    Academic (student/faculty): 500 INR
    Industry People/ Others : 1000 INR
    Foreign Participants: 4000 INR

    Payment Details:
    Bank Name: Allahabad Bank (Merge to Indian Bank)
    Account Name: NIT Patna
    Account No.: 50380476798
    IFSC Code: IDIB000B810

    Resource Persons:

    EXPERTS/SPEAKERS- Prof. Ratnajit Bhattacharjee (IIT Guwahati); Dr. Suresh Sundaram (IIT Guwahati); Dr. Rhythm Grover (IIT Guwahati); Dr. Mitul Kumar Ahirwal (MANIT Bhopal); Dr. Debanga Raj Neog (IIT Guwahati); Dr. Irshad Ansari (IIITDM Jabalpur); Dr. Arghyadip Roy (IIT Guwahati); Dr. Ashish Anand (IIT Guwahati); Dr. Debanga Raj Neog (IIT Guwahati); Prof. M K Bhuyan (IIT Guwahati); Dr. Varun Bajaj (IIITDM Jabalpur); Dr. Amit Vishwakarma (IIITDM Jabalpur); Dr. Rakesh Kumar Jha (IIITDM Jabalpur); Dr. Satyasai Jagannath Nanda (MNIT Jaipur); Dr. Kuldeep Singh (MNIT Jaipur); Dr. Amit Mahesh Joshi (MNIT Jaipur); Dr. G Pradhan, NIT Patna

    Course contents:


    MODULES TOPICS :

    Introduction to Machine Learning in Signal Processing and Communication

    Bayesian Learning

    Perception Learning

    Statistical inference and Learning

    Support Vector Machine

    Regression and Classification

    Feature Selection and Dimensionality Reduction

    Clustering

    Blind Signal Separation

    Reinforcement Learning

    Machine Learning in Speech Processing

    Noisy Channel Model and Application in Speech and Language Processing

    Machine Learning in Image Processing

    Machine Learning in Gesture Recognition

    Machine Learning in Biomedical Signals I

    Machine Learning in Biomedical Signals II

    Machine Learning in Radar Signal Processing

    Machine Learning in Resource Allocation in Wireless Networks Communication

    Machine Learning in Energy-efficient Communication

    Machine Learning in the Internet of Things

    Machine Learning in Edge/Fog Computing Networks

    Machine Learning in Massive MIMO

    Machine Learning in Optical Communication

    Machine Learning in Channel Prediction/Estimation

    Machine Learning in Signal Detection

    Machine Learning in Channel Coding/Decoding

    Deep Learning in Wireless Communication

    Distributed Learning in Wireless

    Core Team Members, E&ICT Academy, NIT Patna:

    Dr. Bharat Gupta( CI E & ICT Academy,NIT Patna)
    Email: bharat@nitp.ac.in

    Dr. M.P Singh ( CO-CI E & ICT Academy,NIT Patna)
    Email: mps@nitp.ac.in

    Website: http://old.nitp.ac.in/ict/index.php



    Contact us :
    Electronics and ICT Academy
    National Institute of Technology, Patna
    AshokRajpath, Patna 800005
    Email: eictapatna@nitp.ac.in
    Website: http://old.nitp.ac.in/ict


    National Institute of Technology Patna, © 2015 NIT Patna