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Purab Sutradhar
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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, MA Indovina, ...
IEEE Computer Architecture Letters 19 (2), 118-121, 2020
332020
Look-up-table based processing-in-memory architecture with programmable precision-scaling for deep learning applications
PR Sutradhar, S Bavikadi, M Connolly, S Prajapati, MA Indovina, ...
IEEE Transactions on Parallel and Distributed Systems 33 (2), 263-275, 2021
252021
Defense against on-chip trojans enabling traffic analysis attacks
MM Ahmed, A Dhavlle, N Mansoor, P Sutradhar, SMP Dinakarrao, K Basu, ...
2020 Asian Hardware Oriented Security and Trust Symposium (AsianHOST), 1-6, 2020
132020
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
An ultra-efficient look-up table based programmable processing in memory architecture for data encryption
PR Sutradhar, K Basu, SMP Dinakarrao, A Ganguly
2021 IEEE 39th International Conference on Computer Design (ICCD), 252-259, 2021
62021
Implementation and evaluation of deep neural networks in commercially available processing in memory hardware
P Das, PR Sutradhar, M Indovina, SMP Dinakarrao, A Ganguly
2022 IEEE 35th International System-on-Chip Conference (SOCC), 1-6, 2022
52022
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
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
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
Flexible instruction set architecture for programmable look-up table based processing-in-memory
M Connolly, PR Sutradhar, M Indovina, A Ganguly
2021 IEEE 39th International Conference on Computer Design (ICCD), 66-73, 2021
12021
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
Neural network execution using nicked DNA and microfluidics
A Solanki, Z Griffin, PR Sutradhar, K Pradhan, C Merritt, A Ganguly, ...
Plos one 18 (10), e0292228, 2023
2023
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
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