Material to system-level benchmarking of CMOS-integrated RRAM with ultra-fast switching for low power on-chip learning
- Minhaz Abedin
- Nanbo Gong
- et al.
- 2023
- Scientific Reports
Publications
15 results for I. Saraf
Process Challenge in Analog Computing Hardware using Phase Change Memory (PCM)
- Victor Chan
- I. Ok
- et al.
- 2023
- ASMC 2023
Optimization of Projected Phase Change Memory for Analog In-Memory Computing Inference
- Ning Li
- Charles Mackin
- et al.
- 2023
- Advanced Materials
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
Deep learning acceleration in 14nm CMOS compatible ReRAM array: device, material and algorithm co-optimization
- N. Gong
- Malte J. Rasch
- et al.
- 2022
- IEDM 2022
Gradient descent-based programming of analog in-memory computing cores
- 2022
- IEDM 2022
Design of projected phase-change memory mushroom cells for low-resistance drift
- Timothy M. Philip
- Kevin W. Brew
- et al.
- 2022
- MRS Bulletin
Functional Testing of AI Cores through Thinned 3D I/O Buffer Dies in 3D Die-Stacked Modules
- Mukta Farooq
- Arvind Kumar
- et al.
- 2022
- ECTC 2022
Resistive Memory Process Optimization for High Resistance Switching Toward Scalable Analog Compute Technology for Deep Learning
- Youngseok Kim
- Soon-Cheon Seo
- et al.
- 2021
- IEEE Electron Device Letters
Mushroom-Type phase change memory with projection liner: An array-level demonstration of conductance drift and noise mitigation
- Robert L. Bruce
- Syed Ghazi Sarwat
- et al.
- 2021
- IRPS 2021