Biresh Kumar Joardar

53 papers A 20B 1Misc 1Journal 26Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Attacking AI Accelerators by Leveraging Arithmetic Properties of Addition.
CoRR
Masoud Heidary, Biresh Kumar Joardar
2025 — conf
Acceleration of Large Language Models with Emerging Compute and Communication Technology.
COINS
K. C. Sharin Shahana, Sumit K. Mandal, Biresh Kumar Joardar
2025 — conf
Aging Attack on Systolic Array-Based AI Accelerators via NBTI-Induced Aging.
ISQED
Masoud Heidary, Biresh Kumar Joardar
2025 A conf
DEAR: Dependable 3D Architecture for Robust DNN Training.
DATE
Ashish Reddy Bommana, Farshad Firouzi, Chukwufumnanya Ogbogu, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty
2025 J jnl
GINA: Exploiting Graph Neural Network Layer Features for Energy Efficient Inferencing in NVM-based PIM Accelerators.
ACM Trans. Embed. Comput. Syst.
Gaurav Narang, Chukwufumnanya Ogbogu, Biresh Kumar Joardar, Janardhan Rao Doppa, Krishnendu Chakrabarty, Partha Pratim Pande
2025 J jnl
HePGA: A Heterogeneous Processing-in-Memory based GNN Training Accelerator.
CoRR
Chukwufumnanya Ogbogu, Gaurav Narang, Biresh Kumar Joardar, Janardhan Rao Doppa, Krishnendu Chakrabarty, Partha Pratim Pande
2025 J jnl
Localization of Data Compromised by Hardware Attacks in Machine Learning Enabled Cyber-Physical Edge Devices.
ACM Trans. Cyber Phys. Syst.
Pravineeth Edara, Sanmitra Banerjee, Biresh Kumar Joardar
2024 J jnl
Data Pruning-enabled High Performance and Reliable Graph Neural Network Training on ReRAM-based Processing-in-Memory Accelerators.
ACM Trans. Design Autom. Electr. Syst.
Chukwufumnanya Ogbogu, Biresh Kumar Joardar, Krishnendu Chakrabarty, Jana Doppa, Partha Pratim Pande
2024 A conf
FARe: Fault-Aware GNN Training on ReRAM-Based PIM Accelerators.
DATE
Pratyush Dhingra, Chukwufumnanya Ogbogu, Biresh Kumar Joardar, Janardhan Rao Doppa, Ananth Kalyanaraman, Partha Pratim Pande
2024 J jnl
FARe: Fault-Aware GNN Training on ReRAM-based PIM Accelerators.
CoRR
Pratyush Dhingra, Chukwufumnanya Ogbogu, Biresh Kumar Joardar, Janardhan Rao Doppa, Ananth Kalyanaraman, Partha Pratim Pande
2024 J jnl
HALO: Communication-Aware Heterogeneous 2.5-D System for Energy-Efficient LLM Execution at Edge.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Abhi Jaiswal, K. C. Sharin Shahana, Sujitha Ravichandran, K. Adarsh, H. Bharath Bhat, Biresh Kumar Joardar, Sumit K. Mandal
2024 A conf
Heterogeneous Manycore In-Memory Computing Architectures.
ICCAD
Chukwufumnanya Ogbogu, Gaurav Narang, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande
2024 J jnl
HuNT: Exploiting Heterogeneous PIM Devices to Design a 3-D Manycore Architecture for DNN Training.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chukwufumnanya Ogbogu, Gaurav Narang, Biresh Kumar Joardar, Janardhan Rao Doppa, Krishnendu Chakrabarty, Partha Pratim Pande
2024 J jnl
Introduction to the Special Issue on Embedded System Software/Tools.
ACM Trans. Design Autom. Electr. Syst.
Ganapati Bhat, Biresh Kumar Joardar, Mengying Zhao
2024 J jnl
Mitigating Slow-to-Write Errors in Memristor-Mapped Graph Neural Networks Induced by Adversarial Attacks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Ching-Yuan Chen, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty
2024 A conf
SEC-CiM: Selective Error Compensation for ReRAM-based Compute-in-Memory
ITC
Ashish Reddy Bommana, Farshad Firouzi, Chukwufumnanya Ogbogu, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty
2023 J jnl
Accelerating Graph Neural Network Training on ReRAM-Based PIM Architectures via Graph and Model Pruning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chukwufumnanya Ogbogu, Aqeeb Iqbal Arka, Lukas Pfromm, Biresh Kumar Joardar, Janardhan Rao Doppa, Krishnendu Chakrabarty, Partha Pratim Pande
2023 B conf
Attacking Memristor-Mapped Graph Neural Network by Inducing Slow-to-Write Errors.
ETS
Ching-Yuan Chen, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty
2023 A conf
Attacking ReRAM-based Architectures using Repeated Writes.
DATE
Biresh Kumar Joardar, Krishnendu Chakrabarty
2023 A conf
Dynamic Task Remapping for Reliable CNN Training on ReRAM Crossbars.
DATE
Chung-Hsuan Tung, Biresh Kumar Joardar, Partha Pratim Pande, Janardhan Rao Doppa, Hai Helen Li, Krishnendu Chakrabarty
2023 A conf
Energy-Efficient ReRAM-Based ML Training via Mixed Pruning and Reconfigurable ADC.
ISLPED
Chukwufumnanya Ogbogu, Soumen Mohapatra, Biresh Kumar Joardar, Janardhan Rao Doppa, Deuk Heo, Krishnendu Chakrabarty, Partha Pratim Pande
2023 J jnl
Machine Learning-Based Rowhammer Mitigation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Biresh Kumar Joardar, Tyler K. Bletsch, Krishnendu Chakrabarty
2023 J jnl
ReaLPrune: ReRAM Crossbar-Aware Lottery Ticket Pruning for CNNs.
IEEE Trans. Emerg. Top. Comput.
Biresh Kumar Joardar, Janardhan Rao Doppa, Hai (Helen) Li, Krishnendu Chakrabarty, Partha Pratim Pande
2023 A conf
Simply-Track-and-Refresh: Efficient and Scalable Rowhammer Mitigation.
ITC
Eduardo Ortega, Tyler K. Bletsch, Biresh Kumar Joardar, Jonti Talukdar, Woohyun Paik, Krishnendu Chakrabarty
2022 J jnl
Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chukwufumnanya Ogbogu, Aqeeb Iqbal Arka, Biresh Kumar Joardar, Janardhan Rao Doppa, Hai Helen Li, Krishnendu Chakrabarty, Partha Pratim Pande
2022 A conf
Fault-Tolerant Deep Learning Using Regularization.
ICCAD
Biresh Kumar Joardar, Aqeeb Iqbal Arka, Janardhan Rao Doppa, Partha Pratim Pande
2022 J jnl
High-Throughput Training of Deep CNNs on ReRAM-Based Heterogeneous Architectures via Optimized Normalization Layers.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Biresh Kumar Joardar, Aryan Deshwal, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty
2022 A conf
Learning to Mitigate Rowhammer Attacks.
DATE
Biresh Kumar Joardar, Tyler K. Bletsch, Krishnendu Chakrabarty
2022 — conf
NoC-enabled 3D Heterogeneous Manycore Systems for Big-Data Applications.
ISQED
Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty
2021 A conf
3D++: Unlocking the Next Generation of High-Performance and Energy-Efficient Architectures using M3D Integration.
DATE
Biresh Kumar Joardar, Aqeeb Iqbal Arka, Janardhan Rao Doppa, Partha Pratim Pande
2021 J jnl
AccuReD: High Accuracy Training of CNNs on ReRAM/GPU Heterogeneous 3-D Architecture.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Hai Li, Krishnendu Chakrabarty
2021 A conf
DARe: DropLayer-Aware Manycore ReRAM architecture for Training Graph Neural Networks.
ICCAD
Aqeeb Iqbal Arka, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty
2021 J jnl
HeM3D: Heterogeneous Manycore Architecture Based on Monolithic 3D Vertical Integration.
ACM Trans. Design Autom. Electr. Syst.
Aqeeb Iqbal Arka, Biresh Kumar Joardar, Ryan Gary Kim, Dae Hyun Kim, Janardhan Rao Doppa, Partha Pratim Pande
2021 A conf
Heterogeneous Manycore Architectures Enabled by Processing-in-Memory for Deep Learning: From CNNs to GNNs: (ICCAD Special Session Paper).
ICCAD
Biresh Kumar Joardar, Aqeeb Iqbal Arka, Janardhan Rao Doppa, Partha Pratim Pande, Hai Li, Krishnendu Chakrabarty
2021 J jnl
Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators.
ACM Trans. Embed. Comput. Syst.
Biresh Kumar Joardar, Janardhan Rao Doppa, Hai Li, Krishnendu Chakrabarty, Partha Pratim Pande
2021 A conf
Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise.
ICCAD
Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Helen Li
2021 J jnl
Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise.
CoRR
Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Li
2021 J jnl
Performance and Accuracy Tradeoffs for Training Graph Neural Networks on ReRAM-Based Architectures.
IEEE Trans. Very Large Scale Integr. Syst.
Aqeeb Iqbal Arka, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty
2021 A conf
ReGraphX: NoC-enabled 3D Heterogeneous ReRAM Architecture for Training Graph Neural Networks.
DATE
Aqeeb Iqbal Arka, Janardhan Rao Doppa, Partha Pratim Pande, Biresh Kumar Joardar, Krishnendu Chakrabarty
2021 J jnl
ReGraphX: NoC-enabled 3D Heterogeneous ReRAM Architecture for Training Graph Neural Networks.
CoRR
Aqeeb Iqbal Arka, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty
2021 J jnl
ReaLPrune: ReRAM Crossbar-aware Lottery Ticket Pruned CNNs.
CoRR
Biresh Kumar Joardar, Janardhan Rao Doppa, Hai Li, Krishnendu Chakrabarty, Partha Pratim Pande
2020 A conf
GRAMARCH: A GPU-ReRAM based Heterogeneous Architecture for Neural Image Segmentation.
DATE
Biresh Kumar Joardar, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa, Hai Li, Partha Pratim Pande, Krishnendu Chakrabarty
2020 J jnl
HeM3D: Heterogeneous Manycore Architecture Based on Monolithic 3D Vertical Integration.
CoRR
Aqeeb Iqbal Arka, Biresh Kumar Joardar, Ryan Gary Kim, Dae Hyun Kim, Janardhan Rao Doppa, Partha Pratim Pande
2019 A conf
Design and Optimization of Heterogeneous Manycore Systems Enabled by Emerging Interconnect Technologies: Promises and Challenges.
DATE
Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande
2019 J jnl
Learning-Based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems.
IEEE Trans. Computers
Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2019 J jnl
MOOS: A Multi-Objective Design Space Exploration and Optimization Framework for NoC Enabled Manycore Systems.
ACM Trans. Embed. Comput. Syst.
Aryan Deshwal, Nitthilan Kannappan Jayakodi, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande
2019 — conf
NoC-enabled software/hardware co-design framework for accelerating
NOCS
Biresh Kumar Joardar, Priyanka Ghosh, Partha Pratim Pande, Ananth Kalyanaraman, Sriram Krishnamoorthy
2019 A conf
REGENT: A Heterogeneous ReRAM/GPU-based Architecture Enabled by NoC for Training CNNs.
DATE
Biresh Kumar Joardar, Bing Li, Janardhan Rao Doppa, Hai Li, Partha Pratim Pande, Krishnendu Chakrabarty
2019 Misc conf
Taming extreme heterogeneity via machine learning based design of autonomous manycore systems.
CODES+ISSS
Paul Bogdan, Fan Chen, Aryan Deshwal, Janardhan Rao Doppa, Biresh Kumar Joardar, Hai (Helen) Li, Shahin Nazarian, Linghao Song, Yao Xiao
2018 A conf
High performance collective communication-aware 3D Network-on-Chip architectures.
DATE
Biresh Kumar Joardar, Karthi Duraisamy, Partha Pratim Pande
2018 A conf
Hybrid on-chip communication architectures for heterogeneous manycore systems.
ICCAD
Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2018 J jnl
Learning-based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems.
CoRR
Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2017 — conf
3D NoC-Enabled Heterogeneous Manycore Architectures for Accelerating CNN Training: Performance and Thermal Trade-offs.
NOCS
Biresh Kumar Joardar, Wonje Choi, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu