Analog Clustering Circuit



This chapter describes the mapping of a clustering algorithm into analog circuits and the design of the constituent circuit blocks. The experimental characterization of the individual blocks and of the clustering system are described. The clustering algorithm implemented is based on the K-Means algorithm, but differs in that the magnitude of the updates is independent of the input.


Memory Cell Tunneling Junction Centroid Location Gate Current Distance Current 


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© Springer Science+Business Media, LLC 2011

Authors and Affiliations

  1. 1.Department of Electrical Engineering and Computer ScienceUniversity of TennesseeKnoxvilleUSA
  2. 2.Department of Electrical EngineeringUniversity of WashingtonSeattleUSA

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