| 2022 roadmap on neuromorphic computing and engineering DV Christensen, R Dittmann, B Linares-Barranco, A Sebastian, ... Neuromorphic Computing and Engineering 2 (2), 022501, 2022 | 344 | 2022 |
| 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 | 38 | 2021 |
| Neural networks for pulmonary disease diagnosis using auditory and demographic information M Hosseini, H Ren, HA Rashid, AN Mazumder, B Prakash, T Mohsenin epiDAMIK 2020: 3rd epiDAMIK ACM SIGKDD International Workshop on …, 2020 | 18 | 2020 |
| Energy-efficient hardware for language guided reinforcement learning A Shiri, AN Mazumder, B Prakash, NK Manjunath, H Homayoun, A Sasan, ... Proceedings of the 2020 on Great Lakes Symposium on VLSI, 131-136, 2020 | 17 | 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 |
| A fast method to fine-tune neural networks for the least energy consumption on fpgas M Hosseini, M Ebrahimabadi, AN Mazumder, H Homayoun, T Mohsenin Hardware Aware Efficient Training (HAET) workshop of International …, 2021 | 10 | 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 |
| A hardware accelerator for language-guided reinforcement learning A Shiri, AN Mazumder, B Prakash, H Homayoun, NR Waytowich, ... IEEE Design & Test 39 (3), 37-44, 2021 | 9 | 2021 |
| Cyclic sparsely connected architectures for compact deep convolutional neural networks M Hosseini, NK Manjunath, B Prakash, A Mazumder, V Chandrareddy, ... IEEE Transactions on Very Large Scale Integration (VLSI) Systems 29 (10 …, 2021 | 8 | 2021 |
| An energy-efficient hardware accelerator for hierarchical deep reinforcement learning A Shiri, B Prakash, AN Mazumder, NR Waytowich, T Oates, T Mohsenin 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021 | 4 | 2021 |
| Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach AN Mazumder, N Lyons, A Dubey, A Pandey, A Santra 2023 31st European Signal Processing Conference (EUSIPCO), 2023 | 2* | 2023 |
| A fast network exploration strategy to profile low energy consumption for keyword spotting AN Mazumder, T Mohsenin tinyML Research Symposium 2022, 2022 | 2 | 2022 |
| Reg-TuneV2: Hardware-Aware and Multi-Objective Regression-Based Fine-Tuning Approach for DNNs on Embedded Platforms AN Mazumder, T Mohsenin IEEE Micro, 2023 | 1 | 2023 |
| Reg-tune: A regression-focused fine-tuning approach for profiling low energy consumption and latency AN Mazumder, F Safavi, M Rahnemoonfar, T Mohsenin ACM Transactions on Embedded Computing Systems, 2023 | 1 | 2023 |
| A Color Image Watermarking Scheme Employing the Features of Directive Contrast in the DWT-SVD Domain AN Mazumder, E Dey, S Majumder 2019 IEEE 5th International Conference for Convergence in Technology (I2CT), 1-5, 2019 | 1 | 2019 |
| A new approach to color image watermarking based on joint DWT-SVD domain in YIQ color space E Dey, S Majumder, AN Mazumder 2017 3rd International Conference on Electrical Information and …, 2017 | 1 | 2017 |
| Building generalized machine learning models from machine learning model explanations N Lyons, AN Mazumder, A Dubey, A Pandey, A Santra US Patent App. 18/178,223, 2024 | | 2024 |
| 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 |
Hasib-Al RashidPhD Candidate, University of Maryland Baltimore County (UMBC)Verified email at umbc.edu
