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Dr.Amirthalakshmi TM

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

Qualification: B.E., M.Tech., Ph.D

Bio

Dr. Amirthalakshmi.TM currently serves as Assistant Professor (OC), Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham Chennai.

She is a dedicated academic professional with over 13 years of rich experience in teaching, research, and academic administration in the domains of Electronics and Communication Engineering.

She recently completed a prestigious Post-Doctoral Fellowship in IoT and Cybersecurity at City, University of London (2023–2024), focusing on federated learning for privacy-preserving threat detection. Her contributions earned her the “Post Doc Fellow of the Year” award in 2025 and global recognition from MIT Square and Raise Global Innovation Forum.

She holds a Ph.D. in Low Power VLSI Design from Sathyabama Institute of Science and Technology, along with an M.Tech (Gold Medalist) and B.E. in Electronics and Communication Engineering from Pallavan college of engineering, affiliated to Anna University.

A passionate researcher, Dr. Amirthalakshmi has published over 25 articles in SCI/Scopus-indexed journals, presented at 7 conferences, and holds 8 patents in VLSI, AI, IoT, and biomedical systems.

Publications

Journal Article

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 : 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

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

Qualification
  • Post-Doctorate Fellowship in IoT in Cyber Security – City, University of London, UK (2023-2024)
    Research Focus: Securing IoT Devices with Federated Learning Based Hybrid MLP- Light GBM Model for Privacy-Preserving Approach in Cyber Security Threat Detection.
  • Ph.D. in Low Power VLSI – Sathyabama Institute of Science and Technology, Chennai (2012-2019)
    Research Focus: Design of Low Power 8-bit Arithmetic and Logical Unit on Reversible Logic for Nanoprocessors.
  • M.Tech. in VLSI Design (Regular) – Sathyabama Institute of Science and Technology, Chennai (2009-2011) First Class with Distinction (Gold Medalist) 9 CGPA.
  • B.E. in Electronics & Communication – Pallavan College of Engineering, affiliated to Anna University, Kanchipuram (2004-2008). First Class with Distinction 78%
Experience
S.No Designation Institution Duration Key Responsibilities
1 Associate Professor SRM Institute of Science and Technology, Ramapuram, Chennai 17 Mar 2022 – 15 May 2025 Project Coordinator, Academic Research Coordinator, External Exam Cell In-Charge
2 Assistant Professor Rajalakshmi Institute of Technology, Kuthambakkam, Chennai 05 Oct 2020 – 07 Mar 2022 Key contributor to NBA, NAAC Criteria 2 & 7, Prepared Institutional PPT for principal presentation, Research Coordinator
3 Assistant Professor Jeppiaar Maamallan Engineering College, Sriperumpudur, Chennai 04 Jul 2011 – 23 May 2019 Project & Research Coordinator
4 Lecturer Jei Mathajee College of Engineering, Kanchipuram 09 Feb 2009 – 30 Jun 2009 Supported ISO certification
Courses Taught
  • VLSI Design
  • Digital Communication
  • Circuit Theory
  • Digital circuits
  • Electronic devices
  • Machine Learning for IoT
  • Python Programming
  • AI
  • Computer Organization
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