Name
Title | ||
|---|---|---|
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 feed-forward spiking neural networks. |
Year | Venue | Keywords |
|---|---|---|
2015 | 2015 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) | component: ReRAM, Oxide-ReRAM, Conductive-Bridge RAM, NV-FPGA, NV-Flip Flop, artificial synapses, neuromorphic circuits |
Field | DocType | ISSN |
Logic gate,Computer science,Neuromorphic engineering,Electronic engineering,CMOS,Integrated circuit design,Non-volatile memory,Logic level,Spiking neural network,Resistive random-access memory | Conference | 0271-4302 |
Citations | PageRank | References |
1 | 0.34 | 6 |
Authors | ||
7 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Barbara De Salvo | 1 | 1 | 0.34 |
| Elisa Vianello | 2 | 32 | 11.79 |
| Olivier Thomas | 3 | 22 | 4.56 |
| Fabien Clermidy | 4 | 797 | 61.56 |
| Olivier Bichler | 5 | 194 | 16.40 |
| Christian Gamrat | 6 | 232 | 20.02 |
| Luca Perniola | 7 | 21 | 2.61 |