Emergence of competitive control in a memristor-based neuromorphic circuit

Saeed Afshar, Omid Kavehei, André van Schaik, Jonathan Tapson, Stan Skafidas, Tara Julia Hamilton

    Research output: Chapter in Book / Conference PaperConference Paperpeer-review

    5 Citations (Scopus)

    Abstract

    ![CDATA[Recent work in neuroscience is revealing how the blowfly rapidly detects orientation using neural circuits distributed directly behind its photo receptors. These circuits like all biological systems rely on timing, competition, feedback, and energy optimization. The recent realization of the passive memristor device, the so-called fourth fundamental passive element of circuit theory, assists with making low power biologically inspired parallel analog computation achievable. Building on these developments, we present a memristor-based neuromorphic competitive control (mNCC) circuit, which utilizes a single sensor and can control the output of N actuators delivering optimal scalable performance, and immunity from device variation and environmental noise.]]
    Original languageEnglish
    Title of host publicationProceedings of the 2012 International Joint Conference on Neural Networks (IJCNN) : 10-15 June 2012, Brisbane, Qld.
    PublisherIEEE
    Number of pages8
    ISBN (Print)9781467314909
    DOIs
    Publication statusPublished - 2012
    EventInternational Joint Conference on Neural Networks -
    Duration: 10 Jun 2012 → …

    Conference

    ConferenceInternational Joint Conference on Neural Networks
    Period10/06/12 → …

    Keywords

    • blowflies
    • memristors
    • neural circuitry
    • orientation

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