Impact 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 paper
Publications
33 results for Kevin Brew
Exploiting the State Dependency of Conductance Variations in Memristive Devices for Accurate In-Memory Computing
- 2023
- IEEE T-ED
PaperGradient descent-based programming of analog in-memory computing cores
- 2022
- IEDM 2022
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 paperDesign of projected phase-change memory mushroom cells for low-resistance drift
- Timothy M. Philip
- Kevin W. Brew
- et al.
- 2022
- MRS Bulletin
PaperIn-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory
- G. Karunaratne
- M. Hersche
- et al.
- 2022
- ESSDERC/ESSCIRC 2022
Conference paperElectrical and structural properties of binary Ga-Sb phase change memory alloys
- Rubab Ume
- Haibo Gong
- et al.
- 2022
- Journal of Applied Physics
PaperMechanism and Impact of Bipolar Current Voltage Asymmetry in Computational Phase-Change Memory
- 2022
- Advanced Materials
PaperHERMES-Core-A 1.59-TOPS/mm2PCM on 14-nm CMOS In-Memory Compute Core Using 300-ps/LSB Linearized CCO-Based ADCs
- Riduan Khaddam-Aljameh
- Milos Stanisavljevic
- et al.
- 2022
- IEEE JSSC
PaperFully On-Chip MAC at 14 nm Enabled by Accurate Row-Wise Programming of PCM-Based Weights and Parallel Vector-Transport in Duration-Format
- Pritish Narayanan
- Stefano Ambrogio
- et al.
- 2021
- IEEE T-ED
Paper