Skip to Main content Skip to Navigation
Conference papers

Emerging resistive memories for low power embedded applications and neuromorphic systems

Abstract : In this work, we will focus on the role that new nonvolatile resistive memory technologies can play in emerging fields of application, such as non-volatile logic circuits or neuromorphic circuits, to save energy and increase performance. Concerning the introduction of non-volatile functionalities at the logic level, we will demonstrate hybrid CMOS logic plus ReRAM (specifically CBRAM and OXRAM) circuits for ultra low power FPGA and fixed-logic IC design, as Non Volatile Flip-Flops. Concerning neuromorphic circuits, we will focus on the emulation of synaptic plasticity effects with resistive memory synapses. We will present large-scale energy efficient neuromorphic systems based on ReRAM as stochastic-binary synapses. Prototype applications such as complex visual- and auditory-pattern extraction will be also discussed using feedforward spiking neural networks.
Document type :
Conference papers
Complete list of metadatas

https://hal-cea.archives-ouvertes.fr/cea-01817863
Contributor : Léna Le Roy <>
Submitted on : Monday, June 18, 2018 - 2:28:58 PM
Last modification on : Thursday, June 11, 2020 - 5:04:07 PM

Identifiers

Collections

Citation

B. Desalvo, E. Vianello, O. Thomas, F. Clermidy, O. Bichler, et al.. Emerging resistive memories for low power embedded applications and neuromorphic systems. 2015 IEEE International Symposium on Circuits and Systems (ISCAS), May 2015, Lisbon, Portugal. pp.3088-3091, ⟨10.1109/ISCAS.2015.7169340⟩. ⟨cea-01817863⟩

Share

Metrics

Record views

126