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NeuroAgents SIGNED

Neuromorphic Electronic Agents: from sensory processing to autonomous cognitive behavior

Total Cost €

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EC-Contrib. €

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Partnership

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 NeuroAgents project word cloud

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

embodiment    programming    embed    serial    spike    gates    time    motor    neuromorphic    substrate    strategies    made    autonomous    sensors    functions    despite    agents    involve    realistic    brain    medicine    probabilistic    prosthetics    robotic    processors    theories    physics    neural    line    primitives    environment    linked    tremendous    express    implementations    settings    uncertain    conventional    power    learning    service    hardware    sensing    decoupled    mainly    behavior    acquired    operate    neuroscience    impressive    ones    combine    latest    advancements    biological    interacting    synchronous    remarkable    progress    computing    robotics    logic    intelligent    deep    compete    temporal    machine    things    tightly    computers    internet    discretized    dynamics    microelectronic    networks    active    sensory    algorithms    virtual    context    inspired    computation    platforms    biophysically    data    computational    cognitive    parallel    artificial    personalized    dependent    inference    compact   

Project "NeuroAgents" data sheet

The following table provides information about the project.

Coordinator
UNIVERSITAT ZURICH 

Organization address
address: RAMISTRASSE 71
city: Zürich
postcode: 8006
website: http://www.unizh.ch

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 1˙999˙090 €
 EC max contribution 1˙999˙090 € (100%)
 Programme 1. H2020-EU.1.1. (EXCELLENT SCIENCE - European Research Council (ERC))
 Code Call ERC-2016-COG
 Funding Scheme ERC-COG
 Starting year 2017
 Duration (year-month-day) from 2017-09-01   to  2022-08-31

 Partnership

Take a look of project's partnership.

# participants  country  role  EC contrib. [€] 
1    UNIVERSITAT ZURICH CH (Zürich) coordinator 1˙999˙090.00

Map

 Project objective

'Neural networks and deep learning algorithms are currently achieving impressive state-of-the-art results. In parallel computational neuroscience has made tremendous progress with both theories of neural computation and with hardware implementations of dedicated brain-inspired computing platforms. However, despite this remarkable progress, today’s artificial systems are still not able to compete with biological ones in tasks that involve processing of sensory data acquired in real-time, in complex and uncertain settings. One of the reasons is that neural computation in biological systems is very different from the way today's computers operate: it is tightly linked to the properties of their computational embodiment, to the physics of their computing elements and to their temporal dynamics. Conventional computers on the other hand operate with mainly serial and synchronous logic gates, with functions that are decoupled from their hardware implementation, and with discretized and virtual time. In this project we will combine the recent advancements in machine learning and neural computation with the latest developments in neuromorphic computing technology to design autonomous systems that can express robust cognitive behavior while interacting with the environment, through the physics of their computing substrate. To achieve this we will embed in robotic platforms microelectronic neuromorphic processors and sensors that implement biophysically realistic neural computational primitives and dynamics. We will adopt active-sensing and on-line spike-based learning strategies, context and state-dependent computation, and probabilistic inference methods for 'programming' these neuromorphic cognitive agents to solve challenging tasks in real-time. Our results will lead to compact low-power intelligent sensory-motor systems that will have a large impact on service and consumer robotics, Internet of Things, as well as prosthetics and personalized medicine.'

 Deliverables

List of deliverables.
DMP Open Research Data Pilot 2019-05-30 15:20:46

Take a look to the deliverables list in detail:  detailed list of NeuroAgents deliverables.

 Publications

year authors and title journal last update
List of publications.
2018 Dmitrii Zendrikov, Sergio Solinas, Ning Qiao and Giacomo Indiveri
Robust implementation of cognitive computing computationalprimitives in mixed-signal neuromorphic processors
published pages: , ISSN: , DOI:
Conference proceedings 1 first time this conference wa 2019-06-11

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

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