Physical neural network liquid state machine utilizing nanotechnology

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United States of America Patent

PATENT NO 7392230
APP PUB NO 20040153426A1
SERIAL NO

10748546

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Abstract

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A physical neural network is disclosed, which comprises a liquid state machine. The physical neural network is configured from molecular connections located within a dielectric solvent between pre-synaptic and post-synaptic electrodes thereof, such that the molecular connections are strengthened or weakened according to an application of an electric field or a frequency thereof to provide physical neural network connections thereof. A supervised learning mechanism is associated with the liquid state machine, whereby connections strengths of the molecular connections are determined by pre-synaptic and post-synaptic activity respectively associated with the pre-synaptic and post-synaptic electrodes, wherein the liquid state machine comprises a dynamic fading memory mechanism.

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Patent Owner(s)

  • KNOWMTECH, LLC

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Nugent, Alex Santa Fe, NM 61 2167

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