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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231 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
Impact of conductance drift on multi-PCM synaptic architectures
- - Irem Boybat
  - S. R. Nandakumar
  - et al.
- 2018
- NVMTS 2018
Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale Learning
- - Timoleon Moraitis
  - Abu Sebastian
  - et al.
- 2018
- IJCNN 2018
Exploiting the non-linear current-voltage characteristics for resistive memory readout
- - Nikolaos Papandreou
  - Abu Sebastian
  - et al.
- 2018
- ISCAS 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
- - Irem Boybat
  - Manuel Le Gallo
  - et al.
- 2017
- NVMTS 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
- - Irem Boybat
  - Manuel Le Gallo
  - et al.
- 2017
- PRIME 2017
Fatiguing STDP: Learning from spike-timing codes in the presence of rate codes
- - Timoleon Moraitis
  - Abu Sebastian
  - et al.
- 2017
- IJCNN 2017
Joule heating effects in nanoscale carbon-based memory devices
- - Tobias Bachmann
  - A.M. Alexeev
  - et al.
- 2016
- NMDC 2016