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Browsing Articles by Author "Ibrayev, Timur"

Browsing Articles by Author "Ibrayev, Timur"

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  • 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 ...
  • 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. ...

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