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COFFEE TERMINATED

Controlling and Observing Filaments For Enhanced memristive Elements

Total Cost €

0

EC-Contrib. €

0

Partnership

0

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 COFFEE project word cloud

Explore the words cloud of the COFFEE project. It provides you a very rough idea of what is the project "COFFEE" about.

neural    demands    filaments    observing    insights    filament    simulations    efforts    variations    law    optimization    network    seek    dramatically    variability    utilize    demise    visualization    experiments    burdens    power    cycle    operando    20th    data    iterative    geometric    electrode    switching    formulation    performance    engineering    inspiration    chemical    visualize    suffers    opposed    memristive    sthm    plasticity    overcome    tem    fundamental    memristors    moore    expanding    thermal    computing    neumann    binary    technologies    microscopy    remarkable    brain    behavior    gained    coffee    with    century    shortcomings    filamentary    hopes    neuromorphic    serious    transmission    hardware    efficiency    computational    human    von    analog    physics    imminent    practical    notable    experimental    imposed    resistive    arrays    move    modify    electron    perform    conductive    cross    architecture    phenomenon    bar    device    closer    modern    limitations    relies    benchmark    fabrication    scanning    techniques    offers    enhanced    materials    memory   

Project "COFFEE" data sheet

The following table provides information about the project.

Coordinator
IBM RESEARCH GMBH 

Organization address
address: SAEUMERSTRASSE 4
city: RUESCHLIKON
postcode: 8803
website: www.zurich.ibm.com

contact info
title: n.a.
name: n.a.
surname: n.a.
function: n.a.
email: n.a.
telephone: n.a.
fax: n.a.

 Coordinator Country Switzerland [CH]
 Total cost 203˙149 €
 EC max contribution 203˙149 € (100%)
 Programme 1. H2020-EU.1.3.2. (Nurturing excellence by means of cross-border and cross-sector mobility)
 Code Call H2020-MSCA-IF-2018
 Funding Scheme MSCA-IF-EF-SE
 Starting year 2019
 Duration (year-month-day) from 2019-09-01   to  2021-08-31

 Partnership

Take a look of project's partnership.

# participants  country  role  EC contrib. [€] 
1    IBM RESEARCH GMBH CH (RUESCHLIKON) coordinator 203˙149.00

Map

 Project objective

With modern data demands and computational burdens rapidly expanding, technology must quickly move beyond the traditional von Neumann architecture that has driven computational advances since the 20th century. Taking its inspiration from the remarkable plasticity and power efficiency of the human brain, neuromorphic computing offers a promising approach to overcome the fundamental limitations imposed by the von Neumann architecture and the imminent demise of Moore’s Law. One notable formulation of neuromorphic hardware relies on analog memory elements called memristors (resistive switching devices). While resistive switching is a well-known phenomenon, its implementation in neuromorphic computing currently suffers from several serious issues, including significant device-to-device variations, binary (as opposed to analog) switching and cycle-to-cycle variability. In COFFEE (Controlling and Observing Filaments For Enhanced memristive Elements), we seek to overcome these shortcomings by studying the fundamental materials physics of conductive filaments as well as through iterative and targeted device optimization efforts. We will utilize novel experimental techniques, including in operando transmission electron microscopy (TEM) and scanning thermal microscopy (SThM), to visualize the formation and behavior of conductive filaments in practical devices. Insights gained from filament visualization experiments will be used to modify device design through geometric, chemical, and electrode engineering in the hopes of improving device performance. Improved memristors will be used for the fabrication of cross-bar arrays to perform benchmark computational tasks in neural network hardware and for neural network simulations. Through the study of conductive filaments and targeted engineering efforts, the performance of filamentary memristors can likely be dramatically improved and their implementation in viable neuromorphic technologies can move closer to reality.

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The information about "COFFEE" are provided by the European Opendata Portal: CORDIS opendata.

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