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
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
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46 results for Irem Boybat
Phase-change memory models for deep learning training and inference
- S. R. Nandakumar
- Irem Boybat
- et al.
- 2019
- ICECS 2019
Computational memory-based inference and training of deep neural networks
- Abu Sebastian
- Irem Boybat
- et al.
- 2019
- VLSI Circuits 2019
Multi-ReRAM synapses for artificial neural network training
- Irem Boybat
- Cecilia Giovinazzo
- et al.
- 2019
- ISCAS 2019
Impact of conductance drift on multi-PCM synaptic architectures
- Irem Boybat
- S. R. Nandakumar
- et al.
- 2018
- NVMTS 2018
Mixed-precision architecture based on computational memory for training deep neural networks
- S. R. Nandakumar
- Manuel Le Gallo
- et al.
- 2018
- ISCAS 2018
An efficient synaptic architecture for artificial neural networks
- 2017
- NVMTS 2017
Improved deep neural network hardware-Accelerators based on non-volatile-memory: The local gains technique
- Irem Boybat
- Carmelo Di Nolfo
- et al.
- 2017
- ICRC 2017
Supervised learning in spiking neural networks with MLC PCM synapses
- S. R. Nandakumar
- Irem Boybat
- et al.
- 2017
- DRC 2017
Stochastic weight updates in phase-change memory-based synapses and their influence on artificial neural networks
- 2017
- PRIME 2017