Aqeeb Iqbal Arka

13 papers A 5Journal 7
YearRankTypeTitle / Venue / Authors
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
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 — —
Hardware Accelerators for Machine Learning from 3D Manycore to Processing-in-Memory Architectures.
Aqeeb Iqbal Arka
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 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
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
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
2020 J jnl
Making a Case for Partially Connected 3D NoC: NFIC versus TSV.
ACM J. Emerg. Technol. Comput. Syst.
Aqeeb Iqbal Arka, Srinivasan Gopal, Janardhan Rao Doppa, Deukhyoun Heo, Partha Pratim Pande