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    This post was last updated on       April 1st, 2024

Dr. Ashwini S Savanth

Designation :Associate Professor

Area of specialization : Signal Processing, Machine Learning and Deep Learning

Date of Joining BNMIT :1/23/2006

Nature of Association (Regular/Contractual/Adjunct) :Regular

E-mail Id : ashwinissavanth@bnmit.in

No. of years of Experience : 16 Years

Profile

Qualification:  PhD, MTech, BE

DegreeInstitutionMonth & Year of Passing
Ph. DVTUFebruary 2023
M.Tech.BMS College of EngineeringAugust 2006
B.E.Bangalore Institute of TechnologyAugust 1999

 

Experience

  • Teaching – 16 Years
  • Industry – Nil
Sl  NoDesignationInstitutionDuration
1Associate ProfessorDepartment of ECE, BNMIT, Bangalore, IndiaFebruary 2023 till date
2Assistant ProfessorDepartment of ECE, BNMIT, Bangalore, India2015 – Feb 2022
3Assistant ProfessorDepartment of TCE, BNMIT, Bangalore, India2012 -2015
4Senior LecturerDepartment of TCE, BNMIT, Bangalore, India2010 – 2011
5LecturerDepartment of TCE, BNMIT, Bangalore, India2004 – 2010
LinkedIn Profile
Researcher Gate Profile

Responsibilities

Awards and Achievements

  • University 1st Rank in M.Tech., VTU
  • University 2nd Rank in B.E, Bangalore University

Teaching

Expertise / list of Subjects handled

  • Basic Electronics
  • Signals & Systems
  • Digital Signal Processing
  • Digital Image processing
  • Microprocessors
  • Optical Fiber Communication
  • DSP Algorithms & Architecture
  • Machine Learning

Research

Research Interest

  • Machine Learning
  • Deep Learning
  • Object Recognition
  • Generative Adversarial Networks
  • Pattern Recognition
  • Application of Deep Learning in Medical Imaging and Analysis

Funding received

Nil

Publications

 Journal

  • Savanth AS, PA V, Nair AK, Kutty BM, “Differences in Brain Connectivity of Meditators during Assessing Neurocognition via Gamified Experimental Logic Task: A Machine Learning Approach”, The Neuroradiology Journal 2022;0(0). (Scopus Indexed) doi:10.1177/19714009221129574
  • Savanth AS, Vijaya PA, Nair AK, Kutty BM, “Classification of Rajayoga Meditators Based on the Duration of Practice Using Graph Theoretical Measures of Functional Connectivity from Task‑Based Functional Magnetic Resonance Imaging”, International Journal of Yoga 2022;15:96-105. (Web of Science) doi: 10.4103/ijoy.ijoy_17_22
  • Sumathi A, Lakshmi Bhaskar, Ashwini S Savanth,   “Gesture Recognition of Indian Sign Language using CNN”, International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 7, pp.a410-a413, July 2022, Available at :http://www.ijcrt.org/papers/IJCRT2207046.pdf
  • Anuradha J P, Ashwini S Savanth, “Monitoring System for Standard Operating Procedures during COVID-19”, International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 6, pp.f207-f211, June 2022, Available at http://www.ijcrt.org/papers/IJCRT22A6635.pdf
  • Bhargav D V, Hullura H R, Karthik Bharadwaj G M, Merlin Andriana Lobo, Ashwini S Savanth, “Market Analysis of Women’s Safety Devices”, International Journal of Creative Research Thoughts (IJCRT), Volume 10, Issue 6, e823-e826, June 2022, ISSN: 2320-2882
  • Ashwini S Savanth, Dr. P. A. Vijaya, Dr. Ajay Kumar Nair, Dr. Bindu M. Kutty. “Machine Learning-based Classification of Meditators using Functional Connectivity over Resting-State Networks”, Journal of University of Shanghai for Science and Technology (Scopus Indexed), ISSN: 1007-6735, Volume 23, Issue 6, pages:1723-1732, June 2021.
  • Inchara S, Girija Unnibhavi, Alankritha T V, Ashwini S Savanth, “Sthree Raksha: Panic Intimation Device for Women”, Journal of Emerging Technologies and Innovative Research (JETIR), Volume 7, Issue 6, 267-271, June 2020
  • Varshini K Shetty, S Samhitha, Sushma N, Ashwini S Savanth, “Driver Assisting Smart Vehicle System using Raspberry Pi”, Journal of Emerging Technologies and Innovative Research (JETIR), Volume 7, Issue 6, 361-365, June 2020
  • Ashwini S Savanth, P.A.Vijaya, Bindu M. Kutty, “Functional Connectivity within Brain Networks of Long Term and Short term Meditators”,  International Journal of Innovative Technology and Exploring Engineering (IJITEE), December 2019, ISSN: 2278-3075, Volume-9 Issue-2S
  • Ashwini S Savanth, Dr. P.A.Vijaya, Dr. Bindu M Kutty, Dr.Ajay Kumar Nair, “Functional Neuroimaging Studies of Different Forms of Meditation”, International Journal of Research and Analytical Reviews, June 2019, Volume 6, Issue 2
  • Lakshmi Bhaskar, Bindu S, Ashwini S Savanth, “Smart Agriculture with Conducting Polymers using UDP”, Journal of Emerging Technologies and Innovative Research (JETIR), November 2018, Volume 5, Issue 11, ISSN-2349-5162
  • Aishwarya Ravichandra, Kirtana Kirtivasan, Adithi Mahesh, Ashwini S Savanth, “Non- Contact Digital Music Instrument using Light Sensing Technology”, International Journal of Electronics and Communication Engineering, Vol 11, No 10, 1057-1061, 2017
  • Ashwini S. Savanth, Dr.P.A.Vijaya, “Artificial Neural Networks for fMRI Data Analysis: A Survey”, International Journal of Engineering Trends and Technology (IJETT), V49(8),487- 494 July 2017.
  • Sriram B, Sriraksha B.G, Ashwini S. Savanth, “A Novel Approach for Secure Image Transmission Based on Secret-Fragment Visible Mosaic Images”, International Journal of Innovative Research in Computer and Communication Engineering, Vol. 4, Issue 6, June 2016

Conferences (International)

  1. S. Savanth, K. G. R. Manish, P. Narayan, M. L. Nikhil and V. G. Gokul, “Face Recognition System with 2D Anti-Spoofing,” 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), 2022, pp. 226-230, doi: 10.1109/AIC55036.2022.9848909.

Book

Nil

Non-Academic Achievements

Hobbies

  • Envelope making
  • Poetry, Chess
  • Music, Reading
  • Candle Making
  • kathak dance

Sports 

Music

Any other things