Nonboolean Pattern Recognition Using Chains of Coupled CMOS Oscillators as Discriminant Circuits

Nonboolean Pattern Recognition Using Chains of Coupled CMOS Oscillators as Discriminant Circuits

Networks of weakly coupled oscillators are special cases of Hopfield networks and as such may be used in building physical systems capable of associative memory recall and pattern recognition. However, the existing architectures are not suitable for hardware implementation mainly due to the complexi...

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Bibliographic Details
Main Authors: Vahnood Pourahmad, Sasikanth Manipatruni, Dmitri Nikonov, Ian Young, Ehsan Afshari
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Journal on Exploratory Solid-State Computational Devices and Circuits
Subjects:
Associative memory
CMOS integrated circuits
coupled oscillators
Hopfield neural networks
ring oscillators
Online Access:https://ieeexplore.ieee.org/document/7820037/

Internet

https://ieeexplore.ieee.org/document/7820037/

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