Geniex: A generalized approach to emulating non-ideality in memristive xbars using neural networks I Chakraborty, MF Ali, DE Kim, A Ankit, K Roy 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 81 | 2020 |
Mixed precision quantization for ReRAM-based DNN inference accelerators S Huang, A Ankit, P Silveira, R Antunes, SR Chalamalasetti, I El Hajj, ... Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021 | 43 | 2021 |
CASH-RAM: Enabling In-Memory Computations for Edge Inference Using Charge Accumulation and Sharing in Standard 8T-SRAM Arrays A Agrawal, A Kosta, S Kodge, DE Kim, K Roy IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (3 …, 2020 | 21 | 2020 |
A 65 nm 1.4-6.7 TOPS/W Adaptive-SNR Sparsity-Aware CIM Core with Load Balancing Support for DL workloads M Ali, I Chakraborty, S Choudhary, M Chang, DE Kim, A Raychowdhury, ... 2023 IEEE Custom Integrated Circuits Conference (CICC), 1-2, 2023 | 5 | 2023 |
SAMBA: Sparsity Aware In-Memory Computing Based Machine Learning Accelerator DE Kim, A Ankit, C Wang, K Roy IEEE Transactions on Computers, 2023 | 5 | 2023 |
Erratum to “CASH-RAM: Enabling In-Memory Computations for Edge Inference Using Charge Accumulation and Sharing in Standard 8T-SRAM Arrays” A Agrawal, A Kosta, S Kodge, DE Kim, K Roy IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (4 …, 2020 | | 2020 |