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ELECTRONICS AND ICT ACADEMY AT NATIONAL INSTITUTE OF TECHNOLOGY PATNA

Setup Under Scheme of Department of Electronics and Information Technology

Ministry of Communications and IT, Govt. of India

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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