Phase change memory as synapse for ultra-dense neuromorphic systems: Application to complex visual pattern extraction

@article{Suri2011PhaseCM,
  title={Phase change memory as synapse for ultra-dense neuromorphic systems: Application to complex visual pattern extraction},
  author={Manan Suri and Olivier Bichler and Damien Querlioz and O. Cueto and Luca Perniola and Veronique Sousa and Dominique Vuillaume and Christian Gamrat and Barbara DeSalvo},
  journal={2011 International Electron Devices Meeting},
  year={2011},
  pages={4.4.1-4.4.4}
}
We demonstrate a unique energy efficient methodology to use Phase Change Memory (PCM) as synapse in ultra-dense large scale neuromorphic systems. PCM devices with different chalcogenide materials were characterized to demonstrate synaptic behavior. Multi-physical simulations were used to interpret the results. We propose special circuit architecture (“the 2-PCM synapse”), read, write, and reset programming schemes suitable for the use of PCM in neural networks. A versatile behavioral model of… CONTINUE READING
Highly Cited
This paper has 135 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 78 extracted citations

135 Citations

02040'13'15'17
Citations per Year
Semantic Scholar estimates that this publication has 135 citations based on the available data.

See our FAQ for additional information.

Similar Papers

Loading similar papers…