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Browsing 01.NU Schools by Author "9764481d-1a43-4326-88a1-5c6315f2dfec"

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Browsing 01.NU Schools by Author "9764481d-1a43-4326-88a1-5c6315f2dfec"

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  • A BRUTE-FORCE CNN MODEL SELECTION FOR ACCURATE CLASSIFICATION OF SENSORIMOTOR RHYTHMS IN BCIS 
    Abibullaev, Berdakh; Dolzhikova, Irina; Zollanvari, Amin (Institute of Electrical and Electronics Engineers, 2020-06-09)
    The ultimate goal of Brain-Computer Interface (BCI) research is to enable individuals to interact with their environment by translating their mental imagery. In this regard, a salient issue is the identification of brain ...
  • Hierarchical Temporal Memory using Memristor Networks: A Survey 
    Krestinskaya, Olga; Dolzhikova, Irina; James, Alex Pappachen (Institute of Electrical and Electronics Engineers, 2018-09-24)
    This paper presents a survey of the currently available hardware designs for implementation of the human cortex inspired algorithm, Hierarchical Temporal Memory (HTM). In this review, we focus on the state of the art ...
  • Memristor-based Synaptic Sampling Machines [Article] 
    Dolzhikova, Irina; Salama, Khaled; Kizheppatt, Vipin; James, Alex Pappachen (Institute of Electrical and Electronics Engineers, 2018-08)
    Synaptic Sampling Machine (SSM) is a type of neural network model that considers biological unreliability of the synapses. We propose the circuit design of the SSM neural network which is realized through the memristive-CMOS ...