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Neural Network Hardware Eliminating Negligible Connections

Bibliographic Information

Other Title
  • 不要な結合重みを削除するニューラルネットワーク専用ハードウェア

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Abstract

This Paper proposes a new hardware architecture for neural network, in particular, sparsely connected. neural network. In study mode, this hardware checks weights which are small enough (nearly zero) , and eliminates negligible connections. Study is gradually accelarated as connection eliminated. It is very flexible and applicable to very large and irregularly structured neural network. Simulations show that eliminating negligible connections is effective in shortening of runtime.

Journal

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Details

  • CRID
    1574231877127761024
  • NII Article ID
    110003180140
  • NII Book ID
    AN10013141
  • Text Lang
    ja
  • Data Source
    • CiNii Articles

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