Phase-change memory-based analog in-memory computing for AI
- 2022
- MRS Fall Meeting 2022
Publications
52 results for Irem Boybat
A Heterogeneous In-Memory Computing Cluster for Flexible End-to-End Inference of Real-World Deep Neural Networks
- Angelo Garofalo
- Gianmarco Ottavi
- et al.
- 2022
- IEEE JESTCS
Precision of bit slicing with in-memory computing based on analog phase-change memory crossbars
- Manuel Le Gallo
- S.R. Nandakumar
- et al.
- 2022
- Neuromorph. Comput. Eng.
ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator
- Chuteng Zhou
- Fernando Garcia Redondo
- et al.
- 2021
- IEEE Micro
Temperature sensitivity of analog in-memory computing using phase-change memory
- Irem Boybat-Kara
- Benedikt Kersting
- et al.
- 2021
- IEDM 2021
Accurate weight mapping in a multi-memristive synaptic unit
- Michele Martemucci
- Benedikt Kersting
- et al.
- 2021
- ISCAS 2021
Architecting more than Moore: Wireless plasticity for massive heterogeneous computer architectures (WiPLASH)
- Joshua Klein
- Alexandre Levisse
- et al.
- 2021
- CF 2021
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
Precision of synaptic weights programmed in phase-change memory devices for deep learning inference
- S. R. Nandakumar
- Irem Boybat
- et al.
- 2020
- IEDM 2020
Accurate deep neural network inference using computational phase-change memory
- Vinay Joshi
- Manuel Le Gallo
- et al.
- 2020
- Nature Communications