Purab Ranjan Sutradhar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Memory Management

Hardware Platforms

Traffic Analysis

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

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) (2024)
Sathwika Bavikadi, Purab Ranjan Sutradhar, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao
Reconfigurable Processing-in-Memory Architecture for Data Intensive Applications. VLSID (2024)
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) (2024)
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)
Purab Ranjan Sutradhar, Sathwika Bavikadi, Mark 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)
Arnav Solanki, Zak Griffin, Purab Ranjan Sutradhar, Amlan Ganguly, Marc D. Riedel
Neural network execution using nicked DNA and microfluidics. CoRR (2023)
Prangon Das, Purab Ranjan Sutradhar, Mark Indovina, Sai Manoj Pudukotai Dinakarrao, Amlan Ganguly
Implementation and Evaluation of Deep Neural Networks in Commercially Available Processing in Memory Hardware. SOCC (2022)
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) (2022)
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)
Sathwika Bavikadi, Purab Ranjan Sutradhar, Mark 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)
Purab Ranjan Sutradhar, Sathwika Bavikadi, Mark Connolly, Savankumar Prajapati, Mark 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) (2022)
Sathwika Bavikadi, Purab Ranjan Sutradhar, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao
uPIM: Performance-aware Online Learning Capable Processing-in-Memory. AICAS (2021)
Mark Connolly, Purab Ranjan Sutradhar, Mark Indovina, Amlan Ganguly
Flexible Instruction Set Architecture for Programmable Look-up Table based Processing-in-Memory. ICCD (2021)
Purab Ranjan Sutradhar, Kanad Basu, Sai Manoj Pudukotai Dinakarrao, Amlan Ganguly
An Ultra-efficient Look-up Table based Programmable Processing in Memory Architecture for Data Encryption. ICCD (2021)
Purab Ranjan Sutradhar, Mark Connolly, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao, Mark Indovina, Amlan Ganguly
pPIM: A Programmable Processor-in-Memory Architecture With Precision-Scaling for Deep Learning. IEEE Comput. Archit. Lett. 19 (2) (2020)
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)
M. Meraj Ahmed, Abhijitt Dhavlle, Naseef Mansoor, Purab Ranjan Sutradhar, Sai Manoj Pudukotai Dinakarrao, Kanad Basu, Amlan Ganguly
Defense Against on-Chip Trojans Enabling Traffic Analysis Attacks. AsianHOST (2020)