Publications

22 results for S. R. Nandakumar

Accurate deep neural network inference using computational phase-change memory
- - Vinay Joshi
  - Manuel Le Gallo
  - et al.
- 2020
- Nature Communications
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
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
Mixed-precision architecture based on computational memory for training deep neural networks
- - S. R. Nandakumar
  - Manuel Le Gallo
  - et al.
- 2018
- ISCAS 2018