Bio-inspired Algorithms for Intelligent Signal processing @ Vardhaman College of Engineering (Autonomous), Shamshabad, Hyderabad




Participants Information

Participants: 54
Speakers:05
Female participants:19
Male participants:35
Participants from SC/ST category:09

Lab Sessions

  • Implementation of GA using MATLAB
  • Implementation of PSO using MATLAB
  • Bat Algorithm (BA) and Implementation of BA using MATLAB
  • NN & CNN for Digit Recognition using MATLAB
  • Implementation of TLBO and JA using MATLAB

Topics Covered

  • Introduction to Intelligent Signal Processing
  • Adaptive Filter Design using LMS and RLS
  • System Identification using Genetic Algorithm
  • Particle Swarm Optimization (PSO)
  • Channel Equalization using PSO
  • Cat Swarm Optimization (CSO)
  • Antenna array pattern synthesis using CSO
  • Differential Evolution (DE)
  • Image Processing & Computer Vision application using DE
  • How to publish papers in SCI Journals
  • Introduction to Convolutional Neural Networks
  • Speech and Image Processing using Convolutional Neural Networks
  • Teaching Learning based Optimization Algorithm (TLBO) & Jaya Algorithm (JA)

Highlights

List of Speakers

Dr. Swagatam Das, Associate Professor, Indian Statistical Institute (ISI), Kolkata


Dr. Rama Krishna Sai Gorthi, Associate Professor, Indian Institute of Technology (IIT), Tirupati


Dr. Gopi Ram, Assistant Professor, NIT Warangal


Dr. J. Ravi Kumar, Associate Professor, NIT Warangal


Dr. Hathiram Nenavath, Associate Professor, Vardhaman College of Engineering (Autonomous), Shamshabad



Feedback Summary

  • FDP was very informative, useful and research oriented.

  • Resource Persons are the major highlight of the programme.

  • Planning of the programme was excellent.

  • Algorithms explained in the FDP were very useful to the participants.

    • Suggestions from Participants

  • More lab sessions should be included.

  • Material Should be provided for lab sessions.