Back close

Dr.Amirthalakshmi TM

Assistant Professor (Sl. Gd.), Department of Electronics and Communication Engineering, School of Engineering, Chennai.

Qualification: B.E., M.Tech., Ph.D
tm_amirthalakshmi@ch.amrita.edu
Orcid Profile
Google Scholar Profile
Scopus Author ID

Bio

Dr. Amirthalakshmi T M is a passionate academician and researcher with 13+ years of teaching, research, and academic leadership experience. She specializes in the integration of Artificial Intelligence, IoT, Machine Learning, and Cybersecurity to develop intelligent, secure, and scalable real-world systems.

Her research contributions span SCI, Scopus, and Web of Science indexed journals, along with multiple patents in emerging technologies. She has a strong focus on AI-driven automation, smart IoT architectures, and privacy-preserving cybersecurity solutions, contributing significantly to interdisciplinary innovation.

She has actively mentored students, guided faculty, and contributed to curriculum design, industry collaboration, and funded research initiatives.

Publications

Journal Article

Year : 2026

Predictive analysis of wind power using bi-directional permutation enhanced LSTM-RNN on SCADA dataset

Cite this Research Publication : Sridhar S., Shamanth M. Hiremath, Neelamsetti Kiran Kumar, Rahul S.G., Yuvaraja Teekaraman, Amirthalakshmi T.M., Predictive analysis of wind power using bi-directional permutation enhanced LSTM-RNN on SCADA dataset, Array, Elsevier BV, 2026, https://doi.org/10.1016/j.array.2026.100772

Publisher : Elsevier BV

Year : 2025

Co-operative deep belief fused deep neuro-fuzzy network for water depth-aware content caching model in underwater IoT

Cite this Research Publication : Ayyadurai M, Balaji C G, Amirthalakshmi T M, A. K. Gnanasekar, Co-operative deep belief fused deep neuro-fuzzy network for water depth-aware content caching model in underwater IoT, Earth Science Informatics, Springer Science and Business Media LLC, 2025, https://doi.org/10.1007/s12145-025-01770-8

Publisher : Springer Science and Business Media LLC

Year : 2024

Grey Wolf Optimization-Based Artificial Neural Network in the Development of an Automated Heart Disease Prediction Model

Cite this Research Publication : Thirumalai Maad Amirthalakshmi, Balamurugan Velan, V. Vedanarayanan, Anselin Nisha Sahaya, R. Narmadha, Grey Wolf Optimization-Based Artificial Neural Network in the Development of an Automated Heart Disease Prediction Model, INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS, Korean Institute of Intelligent Systems, 2024, https://doi.org/10.5391/ijfis.2024.24.3.231

Publisher : Korean Institute of Intelligent Systems

Year : 2024

The role of interface energetics in Sb2Se3 thin film solar cells

Cite this Research Publication : B Gokula Krishnan, Amirthalakahmi T M, R Thandaiah Prabu, Atul Kumar, The role of interface energetics in Sb2Se3 thin film solar cells, Physica Scripta, IOP Publishing, 2024, https://doi.org/10.1088/1402-4896/ad52d4

Publisher : IOP Publishing

Year : 2024

The role of interface energetics in Sb2Se3 thin film solar cells

Cite this Research Publication : B Gokula Krishnan, Amirthalakahmi T M, R Thandaiah Prabu, Atul Kumar, The role of interface energetics in Sb2Se3 thin film solar cells, Physica Scripta, IOP Publishing, 2024, https://doi.org/10.1088/1402-4896/ad52d4

Publisher : IOP Publishing

Year : 2023

Quality of Service Management for Fast Data Transmission in Industrial Mobile Communications Using PSO-Based Computer Vision Technique

Cite this Research Publication : Amirthalakshmi T.M, Sivakami R, Murali Subramanian, Christalin Nelson, Sujatha Rajkumar, Ramesh Makala, Walelign Dinku, Quality of Service Management for Fast Data Transmission in Industrial Mobile Communications Using PSO-Based Computer Vision Technique, Wireless Communications and Mobile Computing, Wiley, 2023, https://doi.org/10.1155/2023/7883120

Publisher : Wiley

Year : 2023

QoS Management in Industrial Mobile Communication Using PSO-Based Vision Technique

Cite this Research Publication : Amirthalakshmi T. M., Raja S., Subramanian M., Nelson C., Rajkumar S., Makala R., & Dinku W., QoS Management in Industrial Mobile Communication Using PSO-Based Vision Technique.,Wireless Communications and Mobile Computing, 2023

Year : 2023

LOBO Optimization-Tuned Deep-Convolutional Neural Network for Brain Tumor Classification Approach

Cite this Research Publication : A. Sahaya Anselin Nisha, R. Narmadha, T. M. Amirthalakshmi, V. Balamurugan, V. Vedanarayanan, LOBO Optimization-Tuned Deep-Convolutional Neural Network for Brain Tumor Classification Approach, Journal of Shanghai Jiaotong University (Science), Springer Science and Business Media LLC, 2023, https://doi.org/10.1007/s12204-023-2625-8

Publisher : Springer Science and Business Media LLC

Year : 2022

Multi-label Text Categorization using Error-correcting Output Coding with Weighted Probability

Cite this Research Publication : V. Balamurugan, V. Vedanarayanan, A. Sahaya Anselin Nisha, R. Narmadha, T. M. Amirthalakshmi, Multi-label Text Categorization using Error-correcting Output Coding with Weighted Probability, International Journal of Engineering, International Digital Organization for Scientific Information (IDOSI), 2022, https://doi.org/10.5829/ije.2022.35.08b.08

Publisher : International Digital Organization for Scientific Information (IDOSI)

Year : 2022

Accessible residual energy based efficient routing in MANET

Cite this Research Publication : T. Manimegalai, S. Ramesh, T. M. Amirthalakshmi, R. Geetha, Accessible residual energy based efficient routing in MANET, AIP Conference Proceedings, AIP Publishing, 2022, https://doi.org/10.1063/5.0072679

Publisher : AIP Publishing

Year : 2022

Multi-label text categorization using ECOC with weighted probability

Cite this Research Publication : Balamurugan V., Vedanarayanan V., Nisha S. A., Narmadha R., & Amirthalakshmi T. M, Multi-label text categorization using ECOC with weighted probability., International Journal of Engineering, 35(8), 1516–1523,2022.

Year : 2022

Ontological representation of image processing methods for coronal hole material segmentation centered on physical restrains using multi-modal scheme

Cite this Research Publication : R. Geetha, T. Manimegalai, S. Ramesh, T. M. Amirthalakshmi, Ontological representation of image processing methods for coronal hole material segmentation centered on physical restrains using multi-modal scheme, AIP Conference Proceedings, AIP Publishing, 2022, https://doi.org/10.1063/5.0072466

Publisher : AIP Publishing

Year : 2022

Design of low power reversible nano multiplier using single electron transistor

Cite this Research Publication : T. M. Amirthalakshmi, R. Geetha, T. Manimegalai, S. Ramesh, Design of low power reversible nano multiplier using single electron transistor, AIP Conference Proceedings, AIP Publishing, 2022, https://doi.org/10.1063/5.0072964

Publisher : AIP Publishing

Year : 2022

Efficient routing in MANET using residual energy

Cite this Research Publication : Manimegalai T., Ramesh S., Amirthalakshmi T. M., & Geetha R, Efficient routing in MANET using residual energy. AIP Conference Proceedings, 2405(1), (2022).

Year : 2022

Classification of Age and Gender Based On Artificial Neural Network Using Haar Cascade Algorithm

Cite this Research Publication : Amirthalakshmi T. M., & Nagaraju V, Classification of Age and Gender Based on ANN Using Haar Cascade Algorithm. Telematique, 1946–1962, 2022

Year : 2022

Classification of COVID-19 Cases using Deep Neural Network based on Chest Image Data through WSN

Cite this Research Publication : Vedanarayanan V., Sahaya Anselin Nisha A., Narmadha R., Amirthalakshmi T. M., Balamurugan Velan, Classification of COVID-19 Cases using Deep Neural Network based on Chest Image Data through WSN, International Journal of Intelligent Systems and Applications in Engineering, International Journal of Intelligent Systems and Applications in Engineering, 2022, https://doi.org/10.18201/ijisae.2022.264

Publisher : International Journal of Intelligent Systems and Applications in Engineering

Year : 2022

Artificial Deep Neural Network in Hybrid PV System for Controlling the Power Management

Cite this Research Publication : Satyajeet Sahoo, T. M. Amirthalakshmi, S. Ramesh, G. Ramkumar, Joshuva Arockia Dhanraj, A. Ranjith, Sami Al Obaid, Saleh Alfarraj, S. S. Kumar, Artificial Deep Neural Network in Hybrid PV System for Controlling the Power Management, International Journal of Photoenergy, Wiley, 2022, https://doi.org/10.1155/2022/9353470

Publisher : Wiley

Year : 2022

The Numerical Algorithms and Optimization Approach Used in Extracting the Parameters of the Single-Diode and Double-Diode Photovoltaic (PV) Models

Cite this Research Publication : R. Thandaiah Prabu, S. Parasuraman, Satyajeet Sahoo, T. M. Amirthalakshmi, S. Ramesh, S. Agnes Shifani, S. Arockia Jayadhas, M. Indra Reddy, Sami Al Obaid, Saleh Alfarraj, S. S. Kumar, The Numerical Algorithms and Optimization Approach Used in Extracting the Parameters of the Single-Diode and Double-Diode Photovoltaic (PV) Models, International Journal of Photoenergy, Wiley, 2022, https://doi.org/10.1155/2022/5473266

Publisher : Wiley

Year : 2022

A Novel Approach in Hybrid Energy Storage System for Maximizing Solar PV Energy Penetration in Microgrid

Cite this Research Publication : T. M. Amirthalakshmi, S. Ramesh, R. Thandaiah Prabu, G. Ramkumar, Satyajeet Sahoo, Prince Thomas, R. Jothi Ramalingam, Hamad Al-Lohedan, Dhaifallah M. Al-Dhayan, Shanmugam Sureshkumar, A Novel Approach in Hybrid Energy Storage System for Maximizing Solar PV Energy Penetration in Microgrid, International Journal of Photoenergy, Wiley, 2022, https://doi.org/10.1155/2022/3559837

Publisher : Wiley

Year : 2022

Optimization of Solar Hybrid Power Generation Using Conductance-Fuzzy Dual-Mode Control Method

Cite this Research Publication : S. Ramesh, J. Seetha, G. Ramkumar, Satyajeet Sahoo, T. M. Amirthalakshmi, A. Ranjith, Asiful H. Seikh, Sohail M. A. Khan Mohammed, Ram Subbiah, Optimization of Solar Hybrid Power Generation Using Conductance-Fuzzy Dual-Mode Control Method, International Journal of Photoenergy, Wiley, 2022, https://doi.org/10.1155/2022/7756261

Publisher : Wiley

Year : 2022

Highly Sensitive Measurement of Oxygen Concentration Based on Reflector-Enhanced Photoacoustic Spectroscopy

Cite this Research Publication : Shuhan Yang, Shunda Qiao, Xiaonan Liu, Yufei Ma, Highly Sensitive Measurement of Oxygen Concentration Based on Reflector-Enhanced Photoacoustic Spectroscopy, Sensors, MDPI AG, 2022, https://doi.org/10.3390/s22145087

Publisher : MDPI AG

Year : 2021

Breast carcinoma analysis by broadband antennas with composite test-beds

Cite this Research Publication : T.M. Amirthalakshmi, D. Subitha, A. Johnson Santhosh, Balachandra Pattanaik, Bharani Murugesan, K. Sakthisudhan, Breast carcinoma analysis by broadband antennas with composite test-beds, Materials Today: Proceedings, Elsevier BV, 2021, https://doi.org/10.1016/j.matpr.2020.12.250

Publisher : Elsevier BV

Year : 2021

Breast carcinoma analysis using broadband antennas

Cite this Research Publication : Amirthalakshmi T. M., Subitha D., Santhosh A. J., Pattanaik B., Murugesan B., & Sakthisudhan K, Breast carcinoma analysis using broadband antennas. Materials Today: Proceedings, 45, 3157–3160, 2021

Year : 2021

Gain enrichment of wideband antenna utilized on artificial magnetic conductor surface

Cite this Research Publication : K. Sakthisudhan, T.M. Amirthalakshmi, S. Sankar Ganesh, S. Nandhakumar, Gain enrichment of wideband antenna utilized on artificial magnetic conductor surface, Materials Today: Proceedings, Elsevier BV, 2021, https://doi.org/10.1016/j.matpr.2020.09.542

Publisher : Elsevier BV

Year : 2021

An Effectual Plant Leaf Disease Detection using Deep Learning Network with IoT Strategies

Cite this Research Publication : Ramkumar G., Amirthalakshmi T. M., Prabu R. T., & Sabarivani A, An effectual plant leaf disease detection using DL network with IoT strategies. Annals of the Romanian Society for Cell Biology, 8876–8885,(2021).

Year : 2021

A Short-Term Solar Photovoltaic Power Optimized Prediction Interval Model Based on FOS-ELM Algorithm

Cite this Research Publication : G. Ramkumar, Satyajeet Sahoo, T. M. Amirthalakshmi, S. Ramesh, R. Thandaiah Prabu, Kasipandian Kasirajan, Antony V. Samrot, A. Ranjith, A Short-Term Solar Photovoltaic Power Optimized Prediction Interval Model Based on FOS-ELM Algorithm, International Journal of Photoenergy, Wiley, 2021, https://doi.org/10.1155/2021/3981456

Publisher : Wiley

Year : 2018

Design and analysis of low power 8-bit ALU on reversible logic for nanoprocessors

Cite this Research Publication : T. M. Amirthalakshmi, S. Selvakumar Raja, Design and analysis of low power 8-bit ALU on reversible logic for nanoprocessors, Journal of Ambient Intelligence and Humanized Computing, Springer Science and Business Media LLC, 2018, https://doi.org/10.1007/s12652-018-1074-y

Publisher : Springer Science and Business Media LLC

Year : 2016

Design Of Low Power Reversible Compressors Using SET

Cite this Research Publication : Amirthalakshmi T. M., & Selvakumarraja S., Design Of Low Power Reversible Compressors Using SET. ARPN Journal of Engineering and Applied Sciences, 11(1), 2016.

Year :

The Upcoming VLSI-Based Integrated Circuits: A Survey of Nanodevices

Cite this Research Publication : Amirthalakshmi T. M., & Selvakumarraja S, The Upcoming VLSI-Based Integrated Circuits: A Survey of Nanodevices.,Int. J. Advances in Science and Tech, 2.,2014.

Conference Paper

Year : 2023

RETRACTED ARTICLE: Demodulating an acoustic signal stimulated by photo-thermal elastic energy conversion using quartz tuning forks

Cite this Research Publication : M. Tamilselvi, T. M. Amirthalakshmi, R. Pavithra Guru, R. Neelaveni, G. Ramya, Yusuf Siraj Usmani, Mohd Zahid Ansari, RETRACTED ARTICLE: Demodulating an acoustic signal stimulated by photo-thermal elastic energy conversion using quartz tuning forks, Optical and Quantum Electronics, Springer Science and Business Media LLC, 2023, https://doi.org/10.1007/s11082-023-05673-0

Publisher : Springer Science and Business Media LLC

Year : 2022

Automated Recognition of Cancer Tissues through Deep Learning Framework from the Photoacoustic Specimen

Cite this Research Publication : Gayathry Sobhanan Warrier, T. M. Amirthalakshmi, K. Nimala, T. Thaj Mary Delsy, P. Stella Rose Malar, G. Ramkumar, Raja Raju, Automated Recognition of Cancer Tissues through Deep Learning Framework from the Photoacoustic Specimen, Contrast Media & Molecular Imaging, Wiley, 2022, https://doi.org/10.1155/2022/4356744

Publisher : Wiley

Year : 2017

Design of Low Power Reversible 8-Bit Adder/Subtractor Using Single Electron Transistor for Nanoprocessors

Cite this Research Publication : Amirthalakshmi T. M., S. Selvakumar Raja, “Design of Low Power Reversible Compressors Using Single Electron Transistor,” ARPN Journal of Engineering and Applied Sciences

Conference Proceedings

Year : 2022

An Effective Neural Network Assisted Melanoma Disease Prediction based on Dermoscopy Images

Cite this Research Publication : T. Senthil Kumar, V. Mohanavel, U N V P Rajendranath, L Mohana Sundari, T. M. Amirthalakshmi, An Effective Neural Network Assisted Melanoma Disease Prediction based on Dermoscopy Images, 2022 International Conference on Electronics and Renewable Systems (ICEARS), IEEE, 2022, https://doi.org/10.1109/icears53579.2022.9752049

Publisher : IEEE

Year : 2016

Design of SDCA using RSSI for mid-air collisions

Cite this Research Publication : T.M. Amirthalakshmi, P. Vijayakumari, K.H. Shakthi Murugan, M. Ayyadurai, Design of SDCA using RSSI for mid-air collisions, 2016 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), IEEE, 2016, https://doi.org/10.1109/iccic.2016.7919677

Publisher : IEEE

Year : 2016

Effective control of non linear parameters using artificial intelligence

Cite this Research Publication : T. M. Amirthalakshmi, G. Ramkumar, P. Vijayakumari, V. Samuthirapandi, Effective control of non linear parameters using artificial intelligence, 2016 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), IEEE, 2016, https://doi.org/10.1109/iccic.2016.7919659

Publisher : IEEE

Year : 2015

Design of Low power four function 8-bit ALU for nano based systems

Cite this Research Publication : Amirthalakshmi. T.M, S. Selvakumarraja, Design of Low power four function 8-bit ALU for nano based systems, 2015 International Conference on Communications and Signal Processing (ICCSP), IEEE, 2015, https://doi.org/10.1109/iccsp.2015.7322784

Publisher : IEEE

Qualification
Degree / Qualification Specialization Institution Year Remarks
Post-Doctoral Fellowship IoT in Cybersecurity City, University of London 2023 – 2024 Awarded Post Doc Fellow of the Year 2024
Ph.D. Low Power VLSI Sathyabama Institute of Science and Technology 2012 – 2019 Research in Reversible Logic for Nanoprocessors
M.Tech VLSI Design Sathyabama Institute of Science and Technology 2009 – 2011 Gold Medalist, CGPA: 9.0
B.E. Information & Communication Engineering Pallavan College of Engineering 2004 – 2008 First Class with Distinction
Experience
Designation Institution Duration Key Responsibilities
Assistant Professor Amrita Vishwa Vidyapeetham June 2025 – Present Teaching Programming & Problem Solving, IEEE coordination, funding proposals, mentoring students, industry collaboration
Associate Professor SRM Institute of Science and Technology Mar 2022 – May 2025 Academic Research Coordinator, Project Coordinator, curriculum development, faculty mentoring, journal club initiation
Assistant Professor Rajalakshmi Institute of Technology Oct 2020 – Mar 2022 Teaching VLSI & Communication subjects, NAAC/NBA accreditation (Criteria 2 & 7), research activities
Assistant Professor Jeppiar Maamallan Engineering College, Chennai July 2011 – May 2019 Teaching core ECE subjects, mentoring 50+ students, curriculum development, internship guidance
Lecturer Jei Maathajee College of Engineering, Kanchipuram Feb 2009 – June 2009 Conducted labs, mentored students, evaluated performance, supported academic activities
Patent
  • Nanotechnology Based Smart Capsule to Purify Water
    Design Number: 202541006031
    Date of Publication: 31/01/2025
  • AI and Blockchain Enabled Device for Network Safety
    Design Number: 399752001
    Grant Date: 10/11/2023
  • High-Powered Laser Beam Based Wireless Charging for Military Surveillance Drones
    Patent Application Number: 202341034853
    Date of Publication: 16/06/2023
  • Method for Improving the Performance of Very Large Scale Integration
    Patent Application Number: 202341049442A
    Date of Publication: 01/09/2023
  • 4G and 5G Technology-Based Multi-Antenna Smartphone Application using Multimode
    Patent Application Number: 202241042837
    Journal Number: 23/2022
    Date of Publication: 29/07/2022
  • IoT-Based Remote Intelligent Healthcare System for Personal Emergency Response Using Machine Learning
    Patent Application Number: 202241060276
    Journal Number: 44/2022
    Date of Publication: 04/11/2022
  • VLSI-Based Impulse Noise Cancellation to Enhance Image Quality Visually
    Patent Application Number: 202241001140A
    Date of Publication: 04/02/2021
  • Smart Pipe Inspection Robot for Blockage Detection and Clearance
    Patent Application Number: 202141029564A
    Date of Publication: 16/07/2021
  • Artificial Intelligence in Modern Large Power System Applications
    Patent Application Number: 201911042946A
    Date of Publication: 04/09/2020
Courses Taught

Courses Taught

Programming & AI-Based Courses

  • Python Programming
  • Data Analysis using Python
  • Machine Learning
  • Artificial Intelligence
  • Problem Solving and Algorithmic Thinking

Core Computer Science Courses

  • Computer Programming
  • Computer Organization
  • Computer Architecture
  • Network Design Management

Electronics & Core Engineering Courses

  • Microcontrollers
  • Digital Circuits
  • Information Theory and Coding

Technical Skills

Programming & Tools

  • Python
  • MATLAB / Simulink
  • LabVIEW

Hardware & Design

  • Verilog HDL
  • VHDL
  • Hardware Interfacing

AI & Data Science

  • Machine Learning
  • Deep Learning
  • Data Analytics
  • IoT System Development

Research & Academic Skills

  • Research and Analysis
  • Project Management
  • Student Research Guidance
  • Curriculum Development
  • Technical Documentation
Conferences Attended
  • Amirthalakshmi T. M., & Selvakumar Raja S. (2013). Design Of High Speed and Low Power 7:3 Compressor Using CNTFET. National Conference at Sathyabama University, 32–37.
  • Amirthalakshmi T. M. (2017). Design of Low Complexity Adjustable Filter Bank for Hearing Aid Solution. NCECET’17, Jeppiaar Maamallan Engineering College.
  • Amirthalakshmi T. M. (2020). Interactive Robot Teaching Environment. Int’l Conf. on Robotics, Embedded Systems & IoT, Chennai Institute of Technology.
Awards
  • Awarded “Post Doc Fellow of the Year 2024” at the Women Power India Awards 2025 for outstanding contributions to research and societal impact.
  • Received International Grant Funding (~₹3,00,000 / $3500) under the WE RAISE Fellowship 2024 for the project on Cybersecurity Threat Detection in IoT Devices.
  • Recognized as a Global Mentor/Guide by the Raise Global Innovation Forum, UK (2025) for mentoring UG/PG/PhD/PDF scholars.
  • Received Annual Appreciation Award (2023) from SRM Institute of Science and Technology for academic and research contributions.
  • Secured Gold Medal in M.Tech (VLSI Design) for academic excellence.
Admissions Apply Now