FPAA Based on Integration of CMOS and Nanojunction Devices for Neuromorphic Applications

Ming Liu; Hua Yu; Wei Wang

Nano-Net. Third International ICST Conference, NanoNet 2008, Boston, MA, USA, September 14-16, 2008, Revised Selected Papers

Research Article

FPAA Based on Integration of CMOS and Nanojunction Devices for Neuromorphic Applications

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@INPROCEEDINGS{10.1007/978-3-642-02427-6_9,
    author={Ming Liu and Hua Yu and Wei Wang},
    title={FPAA Based on Integration of CMOS and Nanojunction Devices for Neuromorphic Applications},
    proceedings={Nano-Net. Third International ICST Conference, NanoNet 2008, Boston, MA, USA, September 14-16, 2008, Revised Selected Papers},
    proceedings_a={NANO-NET},
    year={2012},
    month={5},
    keywords={Field programmable analog arrays (FPAA) Nanojunction devices Operational amplifier (Op-amp)},
    doi={10.1007/978-3-642-02427-6_9}
}

Ming Liu
Hua Yu
Wei Wang
Year: 2012
FPAA Based on Integration of CMOS and Nanojunction Devices for Neuromorphic Applications
NANO-NET
Springer
DOI: 10.1007/978-3-642-02427-6_9

Ming Liu¹, Hua Yu²^,*, Wei Wang²^,*

1: Chinese Academy of Science
2: State University of New York at Albany

*Contact email: stanachutiwat@uamail.albany.edu, wwang@uamail.albany.edu

Abstract

In this paper, a novel field programmable analog arrays (FPAA) architecture, namely, NueroFPAA, is introduced to utilize nanodevices to build a programmable neuromorphic system. By using nanodevices as programmable components, the proposed FPAA can achieve high-density and low-power operations for neuromorphic applications. The routing and function blocks of the FPAA are specifically designed so that this proposed architecture can support large-scale neuromorphic design as well as various analog circuitries.

Keywords: Field programmable analog arrays (FPAA) Nanojunction devices Operational amplifier (Op-amp)

Published: 2012-05-09

: http://dx.doi.org/10.1007/978-3-642-02427-6_9