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 | 10 | 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 | 2 | 2023 |
FARe: Fault-Aware GNN Training on ReRAM-based PIM Accelerators P Dhingra, C Ogbogu, BK Joardar, JR Doppa, A Kalyanaraman, ... arXiv preprint arXiv:2401.10522, 2024 | | 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 | | 2023 |
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 | | 2022 |