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Sathwika Bavikadi
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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
562020
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
342022
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
332020
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
252021
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
82021
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
62023
Machine Learning for Computer Scientists and Data Analysts: From an Applied Perspective
S Rafatirad, H Homayoun, Z Chen, SMP Dinakarrao
Springer Nature, 2022
62022
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
52022
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
42023
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
32024
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, 2023
22023
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
22023
Machine learning for computer scientists and data analysts
S Rafatirad, H Homayoun, Z Chen, SM Pudukotai Dinakarrao
22022
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
12022
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
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
2024
Look-up table containing processor-in-memory cluster for data-intensive applications
A Ganguly, SMP Dinakarrao, M Connolly, PR Sutradhar, S Bavikadi, ...
US Patent 11,775,312, 2023
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
2023
Estimation and Correction of the Distortion in Forensic Image due to Rotation of the Photo Camera
S Bavikadi, VB Botta
2018
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