Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet C Ogbogu, AI Arka, BK Joardar, JR Doppa, H Li, K Chakrabarty, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022 | 13 | 2022 |
Accelerating Graph Neural Network Training on ReRAM-Based PIM Architectures via Graph and Model Pruning CO Ogbogu, AI Arka, L Pfromm, BK Joardar, JR Doppa, K Chakrabarty, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 6 | 2022 |
Energy-efficient reram-based ml training via mixed pruning and reconfigurable adc C Ogbogu, M Soumen, BK Joardar, JR Doppa, D Heo, K Chakrabarty, ... 2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023 | 5 | 2023 |
FARe: Fault-Aware GNN Training on ReRAM-based PIM Accelerators P Dhingra, C Ogbogu, BK Joardar, JR Doppa, A Kalyanaraman, ... 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | 3 | 2024 |
TEFLON: Thermally Efficient Dataflow-Aware 3D NoC for Accelerating CNN Inferencing on Manycore PIM Architectures G Narang, C Ogbogu, JR Doppa, PP Pande ACM Transactions on Embedded Computing Systems 23 (5), 1-23, 2024 | 2 | 2024 |
Data Pruning-enabled High Performance and Reliable Graph Neural Network Training on ReRAM-based Processing-in-Memory Accelerators C Ogbogu, B Joardar, K Chakrabarty, J Doppa, PP Pande ACM Transactions on Design Automation of Electronic Systems 29 (5), 1-29, 2024 | 2 | 2024 |
HuNT: Exploiting Heterogeneous PIM Devices to Design a 3-D Manycore Architecture for DNN Training C Ogbogu, G Narang, BK Joardar, JR Doppa, K Chakrabarty, PP Pande IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2024 | 1 | 2024 |
Energy-Efficient Machine Learning Acceleration: From Technologies to Circuits and Systems C Ogbogu, M Abernot, C Delacour, A Todri-Sanial, S Pasricha, PP Pande 2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023 | 1 | 2023 |
SEC-CiM: Selective Error Compensation for ReRAM-based Compute-in-Memory* AR Bommana, F Firouzi, C Ogbogu, BK Joardar, JR Doppa, PP Pande, ... 2024 IEEE International Test Conference (ITC), 177-186, 2024 | | 2024 |
Scalable and Programmable Look-Up Table based Neural Acceleration (LUT-NA) for Extreme Energy Efficiency O Sen, C Ogbogu, P Dehghanzadeh, JR Doppa, S Bhunia, PP Pande, ... arXiv preprint arXiv:2406.05282, 2024 | | 2024 |
SPECIAL ISSUE ON EMBEDDED SYSTEMS WEEK (ESWEEK) C Ogbogu, G Narang, BK Joardar, JR Doppa, K Chakrabarty, PP Pande | | |