| In-memory computing: Advances and prospects N Verma, H Jia, H Valavi, Y Tang, M Ozatay, LY Chen, B Zhang, ... IEEE Solid-State Circuits Magazine 11 (3), 43-55, 2019 | 382 | 2019 |
| A 22nm 128-KB MRAM row/column-parallel in-memory computing macro with memory-resistance boosting and multi-column ADC readout P Deaville, B Zhang, N Verma 2022 IEEE symposium on VLSI technology and circuits (VLSI technology and …, 2022 | 41 | 2022 |
| A maximally row-parallel MRAM in-memory-computing macro addressing readout circuit sensitivity and area P Deaville, B Zhang, LY Chen, N Verma ESSCIRC 2021-IEEE 47th European Solid State Circuits Conference (ESSCIRC), 75-78, 2021 | 38 | 2021 |
| Stochastic data-driven hardware resilience to efficiently train inference models for stochastic hardware implementations B Zhang, LY Chen, N Verma ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 25 | 2019 |
| Neural network training with stochastic hardware models and software abstractions B Zhang, LY Chen, N Verma IEEE Transactions on Circuits and Systems I: Regular Papers 68 (4), 1532-1542, 2021 | 13 | 2021 |
| Compute SNDR-Boosted 22-nm MRAM-Based In-Memory Computing Macro Using Statistical Error Compensation SK Roy, HM Ou, MG Ahmed, P Deaville, B Zhang, N Verma, ... IEEE Journal of Solid-State Circuits, 2024 | 4 | 2024 |
| A Fully Row/Column-Parallel In-Memory Computing Macro in Foundry MRAM With Differential Readout for Noise Rejection P Deaville, B Zhang, N Verma IEEE Journal of Solid-State Circuits, 2024 | 4 | 2024 |
| Reshape and Adapt for Output Quantization (RAOQ): Quantization-aware Training for In-memory Computing Systems B Zhang, CY Chen, N Verma Forty-first International Conference on Machine Learning, 2024 | 4 | 2024 |
| A 256-kb Fully Row/Column-parallel 22nm MRAM In-Memory-Computing Macro with Differential Readout for Robust Parallelization and Scale-up P Deaville, B Zhang, N Verma ESSCIRC 2023-IEEE 49th European Solid State Circuits Conference (ESSCIRC), 21-24, 2023 | 4 | 2023 |
| Statistical computing framework and demonstration for in-memory computing systems B Zhang, P Deaville, N Verma Proceedings of the 59th ACM/IEEE Design Automation Conference, 979-984, 2022 | 3 | 2022 |
| A Fully Row/Column-Parallel MRAM In-Memory Computing Macro With Memory-Resistance Boosting and Weighted Multi-Column ADC Readout P Deaville, B Zhang, N Verma IEEE Journal of Solid-State Circuits, 2024 | | 2024 |
| A Switched-Capacitor SRAM In-memory Computing Macro with High-precision, High-efficiency Differential Architecture J Lee, B Zhang, N Verma 2024 IEEE European Solid-State Electronics Research Conference (ESSERC), 357-360, 2024 | | 2024 |
