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Browsing School of Engineering and Digital Sciences by Author "Ibrayev, Timur"

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Browsing School of Engineering and Digital Sciences by Author "Ibrayev, Timur"

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  • A design of HTM spatial pooler for face recognition using memristor-CMOS hybrid circuits 
    Ibrayev, Timur; James, Alex Pappachen; Merkel, Cory; Kudithipudi, Dhireesha (Institute of Electrical and Electronics Engineers Inc., 2016-07-29)
    Hierarchical Temporal Memory (HTM) is a machine learning algorithm that is inspired from the working principles of the neocortex, capable of learning, inference, and prediction for bit-encoded inputs. Spatial pooler is an ...
  • Memristive Operational Amplifiers 
    Ibrayev, Timur; Fedorova, Irina; Maan, Akshay Kumar; James, Alex Pappachen (Procedia Computer Science, 2014-01-01)
    Abstract The neuronal algorithms process the information coming from the natural environment in analog domain at sensory processing level and convert the signals to digital domain before performing cognitive processing. ...