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Books and Theses
- 2020
[b1]Sunil Rao, Sameeksha Katoch, Vivek Sivaraman Narayanaswamy, Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias, Pavan K. Turaga, Raja Ayyanar, Devarajan Srinivasan
:
Machine Learning for Solar Array Monitoring, Optimization, and Control. Synthesis Lectures on Power Electronics, Morgan & Claypool Publishers 2020, ISBN 978-3-031-01377-5
Journal Articles
- 2022
- [j7]Prasanna Sattigeri, Jayaraman J. Thiagarajan, Karthikeyan Ramamurthy, Andreas Spanias, Mahesh K. Banavar, Abhinav Dixit, Jie Fan, Mohit Malu, Kristen Jaskie, Sunil Rao, Uday Shankar Shanthamallu, Vivek Sivaraman Narayanaswamy, Sameeksha Katoch:
Instruction Tools for Signal Processing and Machine Learning for Ion-Channel Sensors. Int. J. Virtual Pers. Learn. Environ. 12(1): 1-17 (2022) - 2021
- [j6]Sunil Rao, Gowtham Muniraju, Cihan Tepedelenlioglu, Devarajan Srinivasan, Govindasamy Tamizhmani, Andreas Spanias:
Dropout and Pruned Neural Networks for Fault Classification in Photovoltaic Arrays. IEEE Access 9: 120034-120042 (2021) - [j5]Sunil Rao, Vivek Sivaraman Narayanaswamy, Michael Esposito, Jayaraman J. Thiagarajan, Andreas Spanias:
COVID-19 detection using cough sound analysis and deep learning algorithms. Intell. Decis. Technol. 15(4): 655-665 (2021) - 2017
- [j4]Gowtham Muniraju, Sunil Rao, Sameeksha Katoch, Andreas Spanias, Cihan Tepedelenlioglu, Pavan K. Turaga, Mahesh K. Banavar, Devarajan Srinivasan:
A Cyber-Physical Photovoltaic Array Monitoring and Control System. Int. J. Monit. Surveillance Technol. Res. 5(3): 33-56 (2017) - 2011
- [j3]Sunil Rao, Igor Aleksander:
A depictive neural model for the representation of motion verbs. Cogn. Process. 12(4): 395-405 (2011) - [j2]Sunil Rao, Igor Aleksander:
A Neural Mechanism for Function Application in Visual Awareness Models. Int. J. Comput. Intell. Appl. 10(3): 249-267 (2011) - 2010
- [j1]Sunil Rao, Igor Aleksander:
A Position Identification and Path Labelling Mechanism for a Neural Model of Visual Awareness. Cogn. Comput. 2(4): 360-372 (2010)
Conference and Workshop Papers
- 2023
- [c18]Sunil Rao, Deep Pujara, Andreas Spanias, Cihan Tepedelenlioglu, Devarajan Srinivasan:
Real-time Solar Array Data Acquisition and Fault Detection using Neural Networks. ICPS 2023: 1-5 - 2021
- [c17]Michael Esposito, Sunil Rao, Vivek Sivaraman Narayanaswamy, Andreas Spanias:
COVID-19 Detection using Audio Spectral Features and Machine Learning. ACSCC 2021: 1146-1150 - [c16]Kristen Jaskie, Jean S. Larson, Milton Johnson, Kathy Turner, Megan O'Donnell, Jennifer Blain Christen, Sunil Rao, Andreas Spanias:
Research Experiences for Teachers in Machine Learning. FIE 2021: 1-5 - [c15]Vivek Sivaraman Narayanaswamy, Photini Spanias, Sunil Rao, Andreas Spanias:
Experiences with Web-based Signal Analysis Laboratories and Online Training during the COVID-19 Period. FIE 2021: 1-4 - [c14]Sunil Rao, Vivek Sivaraman Narayanaswamy, Michael Esposito, Jayaraman J. Thiagarajan, Andreas Spanias:
Deep Learning with hyper-parameter tuning for COVID-19 Cough Detection. IISA 2021: 1-5 - [c13]Glen S. Uehara, Sunil Rao, Mathew Dobson, Cihan Tepedelenlioglu, Andreas Spanias:
Quantum Neural Network Parameter Estimation for Photovoltaic Fault Detection. IISA 2021: 1-7 - 2020
- [c12]Jie Fan, Sunil Rao, Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias:
Fault Classification in Photovoltaic Arrays Using Graph Signal Processing. ICPS 2020: 315-319 - [c11]Kristen Jaskie, Joshua Martin, Sunil Rao, Wendy Barnard, Photini Spanias, Elias Kyriakides, Yiannis Tofis, Lenos Hadjidemetriou, Maria K. Michael, Theocharis Theocharides, Stella K. Hadjistassou, Andreas Spanias:
IRES Program in Sensors and Machine Learning for Energy Systems. IISA 2020: 1-5 - 2019
- [c10]Blaine Ayotte, Justin Au-Yeung, Mahesh K. Banavar, Dana M. Barry, Gowtham Muniraju, Sunil Rao, Andreas Spanias, Cihan Tepedelenlioglu:
Introducing machine learning concepts using hands-on Android-based exercises. FIE 2019: 1-5 - [c9]Chao Wang, Abhinav Dixit, Andreas Spanias, Sunil Rao:
Introducing Machine Learning in a Sophomore Signals and Systems Course. FIE 2019: 1-4 - [c8]Uday Shankar Shanthamallu, Sunil Rao, Abhinav Dixit, Vivek Sivaraman Narayanaswamy, Jie Fan, Andreas Spanias:
Introducing Machine Learning in Undergraduate DSP Classes. ICASSP 2019: 7655-7659 - [c7]Sunil Rao, Andreas Spanias, Cihan Tepedelenlioglu:
Solar Array Fault Detection using Neural Networks. ICPS 2019: 196-200 - [c6]Emma Pedersen, Sunil Rao, Sameeksha Katoch, Kristen Jaskie, Andreas Spanias, Cihan Tepedelenlioglu, Elias Kyriakides:
PV Array Fault Detection using Radial Basis Networks. IISA 2019: 1-4 - 2018
- [c5]Sunil Rao, Tianyu Chang, Ickhyun Song, Moon-Kyu Cho, John D. Cressler:
A 1-20 GHz Distributed, Stacked SiGe Power Amplifier. BCICTS 2018: 202-205 - [c4]Sameeksha Katoch, Gowtham Muniraju, Sunil Rao, Andreas Spanias, Pavan K. Turaga, Cihan Tepedelenlioglu, Mahesh K. Banavar, Devarajan Srinivasan:
Shading prediction, fault detection, and consensus estimation for solar array control. ICPS 2018: 217-222 - [c3]Farib Khondoker, Sunil Rao, Andreas Spanias, Cihan Tepedelenlioglu:
Photovoltaic Array Simulation and Fault Prediction via Multilayer Perceptron Models. IISA 2018: 1-5 - 2017
- [c2]Sunil Rao, Sameeksha Katoch, Pavan K. Turaga, Andreas Spanias, Cihan Tepedelenlioglu, Raja Ayyanar, Henry Braun, Jongmin Lee, Uday Shankar Shanthamallu, Mahesh K. Banavar, Devarajan Srinivasan:
A cyber-physical system approach for photovoltaic array monitoring and control. IISA 2017: 1-6 - 2016
- [c1]S. Adithya, Sunil Rao, C. Mahima, S. Vishnu, Mythri Thippareddy, V. Ramasubramanian:
Template based techniques for automatic segmentation of TTS unit database. ICASSP 2016: 5605-5609
Coauthor Index
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