Machine Learning Application in Signal Processing and Communication

Brochure Apply Online

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

Electronics and ICT Academy

National Institute of Technology, Patna

AshokRajpath, Patna 800005

Email: eictapatna@nitp.ac.in

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