Publications

Conference Papers

C. Ogbogu, S. Mohapatra, B. Joardar, J. Doppa, D. Heo, K. Chakrabarty, P. Pande, “Energy-Efficient ReRAM-based ML Training via Mixed Pruning and Reconfigurable ADC” to appear in [ISLPED 2023] (https://www.islped.org/2023/)

C. Ogbogu, A. Arka, L. Pfromm, B.Joardar, J. Doppa, K. Chakrabarty, P. Pande, “Accelerating Graph Neural Network Training on ReRAM-based PIM Architectures via Graph and Model Pruning” in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Dec. 2022.
C. Ogbogu, A. Arka, B. Joardar, J. Doppa, H. Li, K. Chakrabarty, P. Pande, “Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet,” in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 41, no. 11, pp. 3626-3637, Nov. 2022.