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Bharath Sudharsan
Bharath Sudharsan
Crowd Intelligence Team, General Motors, Ireland
Verified email at gm.com - Homepage
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Year
Edge2train: a framework to train machine learning models (svms) on resource-constrained iot edge devices
B Sudharsan, JG Breslin, MI Ali
10th International Conference on the Internet of Things (IoT'20), 2020
292020
RCE-NN: a five-stage pipeline to execute neural networks (cnns) on resource-constrained iot edge devices
B Sudharsan, JG Breslin, MI Ali
10th International Conference on the Internet of Things (IoT'20), 2020
292020
AI Vision: Smart speaker design and implementation with object detection custom skill and advanced voice interaction capability
B Sudharsan, SP Kumar, R Dhakshinamurthy
11th International Conference on Advanced Computing (ICoAC), 2019
282019
Smart Speaker Design and Implementation with Biometric Authentication and Advanced Voice Interaction Capability.
B Sudharsan, P Corcoran, MI Ali
27th Irish Conference on Artificial Intelligence and Cognitive Science (AICS), 2019
282019
Avoid touching your face: A hand-to-face 3d motion dataset (covid-away) and trained models for smartwatches
B Sudharsan, D Sundaram, JG Breslin, MI Ali
Internet of Things based Health Services and Applications (IoT-HSA), 2020
262020
Adaptive strategy to improve the quality of communication for iot edge devices
B Sudharsan, JG Breslin, MI Ali
IEEE 6th World Forum on Internet of Things (WF-IoT), 2020
172020
TinyML benchmark: Executing fully connected neural networks on commodity microcontrollers
B Sudharsan, S Salerno, DD Nguyen, M Yahya, A Wahid, P Yadav, ...
IEEE 7th World Forum on Internet of Things (WF-IoT), 2021
152021
Ultra-fast machine learning classifier execution on iot devices without sram consumption
B Sudharsan, P Patel, JG Breslin, MI Ali
International Conference on Pervasive Computing and Communications (PerCom), 2021
152021
A microphone array and voice algorithm based smart hearing aid
B Sudharsan, M Chockalingam
arXiv preprint arXiv:1908.07324, 2019
142019
Porting and Execution of Anomalies Detection Models on Embedded Systems in IoT
B Sudharsan, P Patel, A Wahid, M Yahya, JG Breslin, MI Ali
ACM/IEEE Conference on Internet of Things Design and Implementation (IoTDI), 2021
12*2021
Ml-mcu: A framework to train ml classifiers on mcu-based iot edge devices
B Sudharsan, JG Breslin, MI Ali
IEEE Internet of Things Journal, 2021
102021
Sram optimized porting and execution of machine learning classifiers on mcu-based iot devices
B Sudharsan, P Patel, JG Breslin, MI Ali
ACM/IEEE 12th International Conference on Cyber-Physical Systems (ICCPS), 2021
10*2021
Machine Learning Meets Internet of Things: From Theory to Practice
B Sudharsan, P Patel
European Conference on Machine Learning and Principles and Practice of†…, 2021
92021
Enabling Machine Learning on the Edge using SRAM Conserving Efficient Neural Networks Execution Approach
B Sudharsan, P Patel, JG Breslin, MI Ali
European Conference on Machine Learning and Principles and Practice of†…, 2021
82021
Edge2Guard: Botnet Attacks Detecting Offline Models for Resource-Constrained IoT Devices
B Sudharsan, D Sundaram, P Patel, JG Breslin, MI Ali
Security, Privacy and Trust in the Internet of Things (SPT-IoT), 2021
82021
Towards Distributed, Global, Deep Learning using IoT Devices
B Sudharsan, R Ranjan
IEEE Internet Computing, 2021
72021
Air Quality Sensor Network Data Acquisition, Cleaning, Visualization, and Analytics: A Real-world IoT Use Case
F Rollo, B Sudharsan, L Po, B John
ACM International Joint Conference on Pervasive and Ubiquitous Computing and†…, 2021
72021
Owsnet: Towards real-time offensive words spotting network for consumer iot devices
B Sudharsan, S Malik, P Corcoran, P Patel, JG Breslin, MI Ali
IEEE 7th World Forum on Internet of Things (WF-IoT), 2021
72021
An SRAM Optimized Approach for Constant Memory Consumption and Ultra-fast Execution of ML Classifiers on TinyML Hardware
B Sudharsan, P Yadav, J Breslin, MI Ali
IEEE International Conference on Services Computing (SCC), 2021
52021
Train++: An Incremental ML Model Training Algorithm to Create Self-Learning IoT Devices
B Sudharsan, P Yadav, JG Breslin, MI Ali
IEEE 18th International Conference on Ubiquitous Intelligence and Computing†…, 2021
52021
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Articles 1–20