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ORCIDSathwika Bavikadi
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Journal Articles
- 2024
[j5]Sathwika Bavikadi
, Purab Ranjan Sutradhar, Mark A. Indovina, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao:
ReApprox-PIM: Reconfigurable Approximate Lookup-Table (LUT)-Based Processing-in-Memory (PIM) Machine Learning Accelerator. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(8): 2288-2300 (2024)- [j4]Purab Ranjan Sutradhar, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao, Mark A. Indovina, Amlan Ganguly:
3DL-PIM: A Look-Up Table Oriented Programmable Processing in Memory Architecture Based on the 3-D Stacked Memory for Data-Intensive Applications. IEEE Trans. Emerg. Top. Comput. 12(1): 60-72 (2024) - 2022
- [j3]Sathwika Bavikadi, Abhijitt Dhavlle, Amlan Ganguly, Anand Haridass, Hagar Hendy, Cory E. Merkel, Vijay Janapa Reddi, Purab Ranjan Sutradhar, Arun Joseph, Sai Manoj Pudukotai Dinakarrao:
A Survey on Machine Learning Accelerators and Evolutionary Hardware Platforms. IEEE Des. Test 39(3): 91-116 (2022) - [j2]Purab Ranjan Sutradhar, Sathwika Bavikadi, Mark Connolly, Savankumar Prajapati, Mark A. Indovina, Sai Manoj Pudukotai Dinakarrao, Amlan Ganguly:
Look-up-Table Based Processing-in-Memory Architecture With Programmable Precision-Scaling for Deep Learning Applications. IEEE Trans. Parallel Distributed Syst. 33(2): 263-275 (2022) - 2020
- [j1]Purab Ranjan Sutradhar, Mark Connolly, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao, Mark A. Indovina, Amlan Ganguly:
pPIM: A Programmable Processor-in-Memory Architecture With Precision-Scaling for Deep Learning. IEEE Comput. Archit. Lett. 19(2): 118-121 (2020)
Conference and Workshop Papers
- 2024
- [c11]Sanket Shukla, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao:
Energy Harvesting-assisted Ultra-Low-Power Processing-in-Memory Accelerator for ML Applications. ACM Great Lakes Symposium on VLSI 2024: 633-638 - [c10]Sathwika Bavikadi, Purab Ranjan Sutradhar, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao:
Reconfigurable Processing-in-Memory Architecture for Data Intensive Applications. VLSID 2024: 222-227 - [c9]Sreenitha Kasarapu, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao:
Processing-in-Memory Architecture with Precision-Scaling for Malware Detection. VLSID 2024: 529-534 - 2023
- [c8]Katherine Mercado, Sathwika Bavikadi, Sai Manoj P. D.:
Coarse-Grained High-speed Reconfigurable Array-based Approximate Accelerator for Deep Learning Applications. CISS 2023: 1-6 - [c7]Purab Ranjan Sutradhar, Sathwika Bavikadi, Mark A. Indovina, Sai Manoj Pudukotai Dinakarrao, Amlan Ganguly:
FlutPIM: : A Look-up Table-based Processing in Memory Architecture with Floating-point Computation Support for Deep Learning Applications. ACM Great Lakes Symposium on VLSI 2023: 207-211 - [c6]Raghul Saravanan, Sathwika Bavikadi, Shubham Rai, Akash Kumar, Sai Manoj Pudukotai Dinakarrao:
Reconfigurable FET Approximate Computing-based Accelerator for Deep Learning Applications. ISCAS 2023: 1-5 - [c5]Sathwika Bavikadi, Purab Ranjan Sutradhar, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao:
Heterogeneous Multi-Functional Look-Up-Table-based Processing-in-Memory Architecture for Deep Learning Acceleration. ISQED 2023: 1-8 - 2022
- [c4]Sathwika Bavikadi, Purab Ranjan Sutradhar, Mark A. Indovina, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao:
POLAR: Performance-aware On-device Learning Capable Programmable Processing-in-Memory Architecture for Low-Power ML Applications. DSD 2022: 889-898 - [c3]Shiyi Liu, Sathwika Bavikadi, Tanmoy Sen, Haiying Shen, Purab Ranjan Sutradhar, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao, Brian L. Smith:
Accelerating Adversarial Attack using Process-in-Memory Architecture. MSN 2022: 325-330 - 2021
- [c2]Sathwika Bavikadi, Purab Ranjan Sutradhar, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao:
uPIM: Performance-aware Online Learning Capable Processing-in-Memory. AICAS 2021: 1-4 - 2020
- [c1]Sathwika Bavikadi, Purab Ranjan Sutradhar, Khaled N. Khasawneh, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao:
A Review of In-Memory Computing Architectures for Machine Learning Applications. ACM Great Lakes Symposium on VLSI 2020: 89-94
Informal and Other Publications
- 2024
- [i1]Sreenitha Kasarapu, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao:
Empowering Malware Detection Efficiency within Processing-in-Memory Architecture. CoRR abs/2404.08818 (2024)
Coauthor Index
aka: Sai Manoj P. D.
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