A review of in-memory computing architectures for machine learning applications S Bavikadi, PR Sutradhar, KN Khasawneh, A Ganguly, ... Proceedings of the 2020 on Great Lakes Symposium on VLSI, 89-94, 2020 | 74 | 2020 |
A survey on machine learning accelerators and evolutionary hardware platforms S Bavikadi, A Dhavlle, A Ganguly, A Haridass, H Hendy, C Merkel, ... IEEE Design & Test 39 (3), 91-116, 2022 | 46 | 2022 |
pPIM: A Programmable Processor-in-Memory Architecture with Precision-Scaling for Deep Learning PR Sutradhar, M Connolly, S Bavikadi, SMP Dinakarrao, M Indovina, ... IEEE Computer Architecture Letters, 2020 | 44 | 2020 |
Look-up-Table based Processing-in-MemoryArchitecture with Programmable Precision-Scalingfor Deep Learning Applications PR Sutradhar, S Bavikadi, M Connolly, SK Prajapati, MA Indovina, ... IEEE Transactions on Parallel and Distributed Systems, 2021 | 33 | 2021 |
Machine learning for computer scientists and data analysts S Rafatirad, H Homayoun, Z Chen, SM Pudukotai Dinakarrao | 14 | 2022 |
upim: Performance-aware online learning capable processing-in-memory S Bavikadi, PR Sutradhar, A Ganguly, SMP Dinakarrao 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021 | 10 | 2021 |
Reconfigurable fet approximate computing-based accelerator for deep learning applications R Saravanan, S Bavikadi, S Rai, A Kumar, SMP Dinakarrao 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023 | 9 | 2023 |
Heterogeneous multi-functional look-up-table-based processing-in-memory architecture for deep learning acceleration S Bavikadi, PR Sutradhar, A Ganguly, SMP Dinakarrao 2023 24th International Symposium on Quality Electronic Design (ISQED), 1-8, 2023 | 7 | 2023 |
Processing-in-memory architecture with precision-scaling for malware detection S Kasarapu, S Bavikadi, SMP Dinakarrao 2024 37th International Conference on VLSI Design and 2024 23rd …, 2024 | 6 | 2024 |
Reconfigurable processing-in-memory architecture for data intensive applications S Bavikadi, PR Sutradhar, A Ganguly, SMP Dinakarrao 2024 37th International Conference on VLSI Design and 2024 23rd …, 2024 | 6 | 2024 |
Polar: Performance-aware on-device learning capable programmable processing-in-memory architecture for low-power ml applications S Bavikadi, PR Sutradhar, MA Indovina, A Ganguly, SMP Dinakarrao 2022 25th Euromicro Conference on Digital System Design (DSD), 889-898, 2022 | 6 | 2022 |
Flutpim: A look-up table-based processing in memory architecture with floating-point computation support for deep learning applications PR Sutradhar, S Bavikadi, M Indovina, SM Pudukotai Dinakarrao, ... Proceedings of the Great Lakes Symposium on VLSI 2023, 207-211, 2023 | 5 | 2023 |
ReApprox-PIM: Reconfigurable approximate Look-Up-Table (LUT)-Based Processing-in-Memory (PIM) machine learning accelerator S Bavikadi, PR Sutradhar, M Indovina, A Ganguly, SMP Dinakarrao IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024 | 4 | 2024 |
3dl-pim: A look-up table oriented programmable processing in memory architecture based on the 3-d stacked memory for data-intensive applications PR Sutradhar, S Bavikadi, SMP Dinakarrao, MA Indovina, A Ganguly IEEE Transactions on Emerging Topics in Computing 12 (1), 60-72, 2023 | 4 | 2023 |
Coarse-grained high-speed reconfigurable array-based approximate accelerator for deep learning applications K Mercado, S Bavikadi, SM PD 2023 57th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2023 | 3 | 2023 |
Energy Harvesting-assisted Ultra-Low-Power Processing-in-Memory Accelerator for ML Applications S Shukla, S Bavikadi, SM Pudukotai Dinakarrao Proceedings of the Great Lakes Symposium on VLSI 2024, 633-638, 2024 | 2 | 2024 |
Accelerating adversarial attack using process-in-memory architecture S Liu, S Bavikadi, T Sen, H Shen, PR Sutradhar, A Ganguly, ... 2022 18th International Conference on Mobility, Sensing and Networking (MSN …, 2022 | 2 | 2022 |
Empowering Malware Detection Efficiency within Processing-in-Memory Architecture S Kasarapu, S Bavikadi, SMP Dinakarrao arXiv preprint arXiv:2404.08818, 2024 | 1 | 2024 |
Heterogeneous multi-functional reconfigurable processing-in-memory architecture SMP Dinakarrao, H Homayoun, S Bavikadi US Patent App. 18/425,533, 2024 | | 2024 |
Efficient Deep Learning and Data Processing With Flex-Enabled Reconfigurable Processing-in-Memory Architectures S Bavikadi George Mason University, 2024 | | 2024 |