Measurement Technology and Metrology
Аuthors
,
e-mail: evgeny.neretin@ic.irkut.com
Abstract
Development of high-speed processing method, based on optical realization of a Hopfield neural network is discussed. Updating of one-dimensional and two-dimensional Hopfield models for possibility of its realization with optical methods. The automated complex is developed for working off the developed algorithms, allowing to realize a vector-matrix and matrix-matrix multiplication with optical methods. Results of experiments have confirmed working capacity of the developed method.Keywords:
information processing, neural networks, Hopfield model, optical realization, vetor-matrix multiplication, matrix-matrix multiplication, two-dimensional realization of a four-dimensional matrix.
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