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Bharath Sudharsan
Bharath Sudharsan
Crowd Intelligence Team, General Motors, Ireland
Geverifieerd e-mailadres voor gm.com - Homepage
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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
402019
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
312020
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
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
282020
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
192021
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
Ultra-fast Machine Learning Classifier Execution on IoT Devices without SRAM Consumption
B Sudharsan, P Patel, JG Breslin, MI Ali
IEEE International Conference on Pervasive Computing and Communications (PerCom), 2021
152021
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
13*2021
A Microphone Array and Voice Algorithm based Smart Hearing Aid
B Sudharsan, M Chockalingam
arXiv preprint arXiv:1908.07324, 2019
132019
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
112021
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
11*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
112021
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
102021
Towards Distributed, Global, Deep Learning using IoT Devices
B Sudharsan, R Ranjan
IEEE Internet Computing, 2021
92021
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
92021
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
82021
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
TinyFedTL: Federated Transfer Learning on Ubiquitous Tiny IoT Devices
K Kopparapu, E Lin, JG Breslin, B Sudharsan
IEEE International Conference on Pervasive Computing and Communications†…, 2022
5*2022
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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Artikelen 1–20