Training neural networks using memristive devices with nonlinear accumulative behavior
- Christophe Piveteau
- Manuel Le Gallo
- et al.
- 2019
- IMW 2019
Publications
246 results for Abu Sebastian
Building next-generation AI systems: Co-optimization of algorithms, architectures, and nanoscale memristive devices
- Bipin Rajendran
- Abu Sebastian
- et al.
- 2019
- IMW 2019
All-Photonic in-Memory Computing Based on Phase-Change Materials
- Carlos Ríos
- Nathan Youngblood
- et al.
- 2019
- CLEO 2019
Localised states and their capture characteristics in amorphous phase-change materials
- Martin Rütten
- Andreas Geilen
- et al.
- 2019
- Scientific Reports
In-memory computing on a photonic platform
- Carlos Ríos
- Nathan Youngblood
- et al.
- 2019
- Science Advances
8-bit Precision In-Memory Multiplication with Projected Phase-Change Memory
- Iason Giannopoulos
- Abu Sebastian
- et al.
- 2018
- IEDM 2018
Impact of conductance drift on multi-PCM synaptic architectures
- Irem Boybat
- S. R. Nandakumar
- et al.
- 2018
- NVMTS 2018
A phase-change memory model for neuromorphic computing
- S. R. Nandakumar
- Manuel Le Gallo
- et al.
- 2018
- Journal of Applied Physics
Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale Learning
- Timoleon Moraitis
- Abu Sebastian
- et al.
- 2018
- IJCNN 2018
Compressed Sensing with Approximate Message Passing Using In-Memory Computing
- 2018
- IEEE T-ED