| 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 | 29 | 2020 |
| 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 | 29 | 2020 |
| 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 | 28 | 2019 |
| 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 | 28 | 2019 |
| 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 | 26 | 2020 |
| 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 | 17 | 2020 |
| 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 | 15 | 2021 |
| 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 | 15 | 2021 |
| A microphone array and voice algorithm based smart hearing aid B Sudharsan, M Chockalingam arXiv preprint arXiv:1908.07324, 2019 | 14 | 2019 |
| 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 | 10 | 2021 |
| 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 | 9 | 2021 |
| 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 | 8 | 2021 |
| 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 | 8 | 2021 |
| Towards Distributed, Global, Deep Learning using IoT Devices B Sudharsan, R Ranjan IEEE Internet Computing, 2021 | 7 | 2021 |
| 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 | 7 | 2021 |
| 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 | 7 | 2021 |
| 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 | 5 | 2021 |
| 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 | 5 | 2021 |
Muhammad Intizar AliAsst. Professor, Dublin City UniversityVerified email at dcu.ie
