Publications

52 results for Irem Boybat

Experimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses
- - S. R. Nandakumar
  - Irem Boybat
  - et al.
- 2020
- Scientific Reports
Mixed-Precision Deep Learning Based on Computational Memory
- - S. R. Nandakumar
  - Manuel Le Gallo
  - et al.
- 2020
- Frontiers in Neuroscience
Deep learning acceleration based on in-memory computing
- - Evangelos Eleftheriou
  - Geethan Karunaratne
  - et al.
- 2019
- IBM J. Res. Dev
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
A phase-change memory model for neuromorphic computing
- - S. R. Nandakumar
  - Manuel Le Gallo
  - et al.
- 2018
- Journal of Applied Physics
Neuromorphic computing with multi-memristive synapses
- - Irem Boybat
  - Manuel Le Gallo
  - et al.
- 2018
- Nature Communications
Equivalent-accuracy accelerated neural-network training using analogue memory
- - Stefano Ambrogio
  - Pritish Narayanan
  - et al.
- 2018
- Nature