Periodicals>Journal Article:  Hawkins, Jeff and Ahmad, Subutai (31 Oct 2015), Why Neurons Have Thousands of Synapses, A Theory of Sequence Memory in Neocortex, Retrieved on 2015-11-19
  • Source Material [arxiv.org]
  • Folksonomies: artificial intelligence neurons ai

    Memes

    19 NOV 2015

     A Single Neuron Can Recognize Patterns

    Neocortical neurons have thousands of excitatory synapses. It is a mystery how neurons integrate the input from so many synapses and what kind of large-scale network behavior this enables. It has been previously proposed that non-linear properties of dendrites enable neurons to recognize multiple patterns. In this paper we extend this idea by showing that a neuron with several thousand synapses arranged along active dendrites can learn to accurately and robustly recognize hundreds of unique p...
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