Progress and challenges of phase change memory for in-memory computing
- Xin Su
- Ziyu Guo
- et al.
- 2025
- Current Opinion in Solid State and Materials Science
Paper
Publications
20 results for Ning Li
Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators
- Malte J. Rasch
- Charles Mackin
- et al.
- 2023
- Nature Communications
PaperProcess Challenge in Analog Computing Hardware using Phase Change Memory (PCM)
- Victor Chan
- I. Ok
- et al.
- 2023
- ASMC 2023
Conference paperOptimization of Projected Phase Change Memory for Analog In-Memory Computing Inference
- Ning Li
- Charles Mackin
- et al.
- 2023
- Advanced Materials
PaperImpact of Phase-Change Memory Drift on Energy Efficiency and Accuracy of Analog Compute-in-Memory Deep Learning Inference (Invited)
- Martin M. Frank
- Ning Li
- et al.
- 2023
- IRPS 2023
Conference paperDeep learning acceleration in 14nm CMOS compatible ReRAM array: device, material and algorithm co-optimization
- N. Gong
- Malte J. Rasch
- et al.
- 2022
- IEDM 2022
Conference paperOptimised weight programming for analogue memory-based deep neural networks
- Charles Mackin
- Malte J. Rasch
- et al.
- 2022
- Nature Communications
PaperDust-Sized High-Power-Density Photovoltaic Cells on Si and SOI Substrates for Wafer-Level-Packaged Small Edge Computers
- Ning Li
- Kevin Han
- et al.
- 2020
- Advanced Materials
PaperUltra-low-power sub-photon-voltage high-efficiency light-emitting diodes
- Ning Li
- Kevin Han
- et al.
- 2019
- Nature Photonics
PaperSome advances on optical interconnects
- Ning Li
- Tymon Barwicz
- et al.
- 2017
- IPC 2017
Conference paper