| A survey on the optimization of neural network accelerators for micro-ai on-device inference AN Mazumder, J Meng, HA Rashid, U Kallakuri, X Zhang, JS Seo, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (4 …, 2021 | 37 | 2021 |
| A Low-Power LSTM Processor for Multi-Channel Brain EEG Artifact Detection HA Rashid, NK Manjunath, H Paneliya, M Hosseini, WD Hairston, ... 2020 21st International Symposium on Quality Electronic Design (ISQED), 105-110, 2020 | 28 | 2020 |
| A Flexible Multichannel EEG Artifact Identification Processor using Depthwise-Separable Convolutional Neural Networks M KHATWANI, HAL RASHID, H PANELIYA, M HORTON, N WAYTOWICH, ... ACM Journal on Emerging Technologies in Computing Systems 17 (2), 2021 | 20 | 2021 |
| Neural networks for pulmonary disease diagnosis using auditory and demographic information M Hosseini, H Ren, HA Rashid, AN Mazumder, B Prakash, T Mohsenin arXiv preprint arXiv:2011.13194, 2020 | 18 | 2020 |
| CoughNet: A flexible low power CNN-LSTM processor for cough sound detection HA Rashid, AN Mazumder, UPK Niyogi, T Mohsenin 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021 | 16 | 2021 |
| Automatic detection of respiratory symptoms using a low-power multi-input cnn processor AN Mazumder, H Ren, HA Rashid, M Hosseini, V Chandrareddy, ... IEEE Design & Test 39 (3), 82-90, 2021 | 15 | 2021 |
| An Energy-Efficient low power LSTM processor for human activity monitoring AN Mazumder, HA Rashid, T Mohsenin 2020 IEEE 33rd International System-on-Chip Conference (SOCC), 54-59, 2020 | 10 | 2020 |
| End-to-end scalable and low power multi-modal CNN for respiratory-related symptoms detection H Ren, AN Mazumder, HA Rashid, V Chandrareddy, A Shiri, ... 2020 IEEE 33rd International System-on-Chip Conference (SOCC), 102-107, 2020 | 10 | 2020 |
| Tinym2net: A flexible system algorithm co-designed multimodal learning framework for tiny devices HA Rashid, PR Ovi, C Busart, A Gangopadhyay, T Mohsenin ArXiv, 2022 | 9 | 2022 |
| CoughNet-V2: A scalable multimodal DNN framework for point-of-care edge devices to detect symptomatic COVID-19 cough HA Rashid, MM Sajadi, T Mohsenin 2022 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT), 37-40, 2022 | 4 | 2022 |
| E2hrl: An energy-efficient hardware accelerator for hierarchical deep reinforcement learning A Shiri, U Kallakuri, HA Rashid, B Prakash, NR Waytowich, T Oates, ... ACM Transactions on Design Automation of Electronic Systems (TODAES), 2022 | 4 | 2022 |
| TinyM2Net-V2: A Compact Low Power Software Hardware Architecture for Multimodal Deep Neural Networks HA Rashid, U Kallakuri, T Mohsenin ACM Transactions on Embedded Computing Systems, 2023 | 3 | 2023 |
| A low-power lstm processor for multi-channel brain EEG artifact detection NKM Hasib-Al-Rashid, H Paneliya, M Hosseini, WD Hairston, T Mohsenin 2020 21st International Symposium on Quality Electronic Design (ISQED) 1 …, 2020 | 3 | 2020 |
| A flexible software-hardware framework for brain eeg multiple artifact identification M Khatwani, HA Rashid, H Paneliya, M Horton, H Homayoun, ... Handbook of Biochips: Integrated Circuits and Systems for Biology and …, 2022 | 1 | 2022 |
| TinyVQA: Compact Multimodal Deep Neural Network for Visual Question Answering on Resource-Constrained Devices HA Rashid, A Sarkar, A Gangopadhyay, M Rahnemoonfar, T Mohsenin arXiv preprint arXiv:2404.03574, 2024 | | 2024 |
| TinyMNet-V3: Memory-Aware Compressed Multimodal Deep Neural Networks for Sustainable Edge Deployment HA Rashid, T Mohsenin 2nd Workshop on Sustainable AI, 2024 | | 2024 |
| HAC-POCD: Hardware-Aware Compressed Activity Monitoring and Fall Detector Edge POC Devices HA Rashid, T Mohsenin 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 | | 2023 |
| A Re-configurable Software-Hardware CNN Framework for Automatic Detection of Respiratory Symptoms HA Rashid, H Ren, AN Mazumder, MM Sajadi, T Mohsenin The Science behind the COVID Pandemic and Healthcare Technology Solutions …, 2022 | | 2022 |
| TinyMNet: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices (preprint) HA Rashid, PR Ovi, C Busart, A Gangopadhyay, T Mohsenin | | 2022 |
| Performance of multi-stage threshold decoding in MC-CDMA HA Rashid, S Islam, MA Ullah 2017 IEEE International Conference on Telecommunications and Photonics (ICTP …, 2017 | | 2017 |
Arnab MazumderPhD Candidate, University of Maryland, Baltimore CountyVerified email at umbc.edu
