Soonwan Kwon

A crossbar array of magnetoresistive memory devices for in-memory computing

Seungchul Jung, Hyungwoo Lee, Sungmeen Myung et al. · Nature · 2022 · 605 citations

Engineering, Computer Engineering, Electrical Engineering +16

PIMCA: A Programmable In-Memory Computing Accelerator for Energy-Efficient DNN Inference

Bo Zhang, Shihui Yin, Minkyu Kim et al. · IEEE Journal of Solid-State Circuits · 2022 · 64 citations

Engineering, Computer Engineering, Computer Science +17

Recent Advances in Synaptic Nonvolatile Memory Devices and Compensating Architectural and Algorithmic Methods Toward Fully Integrated Neuromorphic Chips

Kanghyeon Byun, In-Hyuk Choi, Soonwan Kwon et al. · Advanced Materials Technologies · 2022 · 52 citations

Engineering, Computer Systems, Neural Circuitry +9

A 177 TOPS/W, Capacitor-based In-Memory Computing SRAM Macro with Stepwise-Charging/Discharging DACs and Sparsity-Optimized Bitcells for 4-Bit Deep Convolutional Neural Networks

Bo Zhang, Jyotishman Saikia, Jian Meng et al. · 2022 IEEE Custom Integrated Circuits Conference (CICC) · 2022 · 51 citations

Engineering, Computer Engineering, Electrical Engineering +17

PIMCA: A 3.4-Mb Programmable In-Memory Computing Accelerator in 28nm for On-Chip DNN Inference

Shihui Yin, Bo Zhang, Minkyu Kim et al. · 2021 · 37 citations

Engineering, Computer Engineering, Computer Science +17